{"id":"W4237611226","doi":"10.1017/jfm.2021.297","title":"Nonlinear dynamics of forced baroclinic critical layers II","year":2021,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Quantum chaos and dynamical systems","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Baroclinity; Nonlinear system; Mechanics; Dynamics (music); Physics","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":[0.0003872816,0.0001332083,0.0004767273,0.00005400461,0.0000751482,0.00002223397,0.0001890651,0.00007970089,0.0003337022],"category_scores_gemma":[0.000117019,0.000114011,0.0004005253,0.0001684478,0.00002110736,0.0001171381,0.0000889596,0.000287357,0.000006274835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004119455,"about_ca_system_score_gemma":0.0002320007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001173778,"about_ca_topic_score_gemma":0.000004509639,"domain_scores_codex":[0.9983972,0.000065297,0.000846045,0.0001283179,0.0003372602,0.0002259125],"domain_scores_gemma":[0.9985627,0.0001740685,0.0003116204,0.0001977085,0.0005756723,0.0001782096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001101037,0.0008388499,0.0005644991,0.0001138246,0.0003218629,0.0000637499,0.0001911107,0.0007468415,0.05586035,0.936704,0.0008081101,0.003676699],"study_design_scores_gemma":[0.001578821,0.0008646292,0.0000235223,0.0002928009,0.0002051612,0.00007866801,0.001631071,0.9037418,0.02290661,0.06594058,0.002439691,0.000296667],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6906541,0.0003139574,0.3049248,0.001077348,0.001648155,0.00008020484,0.00009604917,0.00000898372,0.001196323],"genre_scores_gemma":[0.9941909,0.00002049392,0.005080531,0.00005544533,0.0004327128,8.154611e-7,0.00001356784,0.00001959746,0.0001858788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9029949,"threshold_uncertainty_score":0.4649233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139907385214986,"score_gpt":0.2748026400679223,"score_spread":0.2634035662157724,"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."}}