{"id":"W2107386112","doi":"10.1175/2010jpo4217.1","title":"The Baroclinic Adjustment of Time-Dependent Shear Flows","year":2010,"lang":"en","type":"article","venue":"Journal of Physical Oceanography","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Baroclinity; Barotropic fluid; Physics; Mechanics; Aperiodic graph; Nonlinear system; Harmonics; Advection; Steady state (chemistry); Cascade; Classical mechanics; Shear flow; Flow (mathematics); Mathematics; Quantum mechanics","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":[0.0005408531,0.0001606665,0.0003424637,0.00005505454,0.0001642444,0.00004383668,0.0005531366,0.00005947281,0.0002928027],"category_scores_gemma":[0.00008180512,0.00008723242,0.0005099329,0.0005462974,0.0002854587,0.0002548211,0.00001600671,0.0005143592,0.00003843661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001030104,"about_ca_system_score_gemma":0.00009133344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000012969,"about_ca_topic_score_gemma":0.00003712451,"domain_scores_codex":[0.9983626,0.00006297333,0.0005268588,0.0001332577,0.0006388804,0.0002754498],"domain_scores_gemma":[0.9983316,0.0005487713,0.0005003331,0.0002107155,0.0002081115,0.0002004563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009818848,0.001367567,0.6486652,0.0001597864,0.001173543,0.00005477703,0.001054695,0.004332449,0.009637445,0.0008823982,0.01052363,0.3211666],"study_design_scores_gemma":[0.003003962,0.007289208,0.8642733,0.0002402624,0.0007556307,0.0002059871,0.001180926,0.02841296,0.01106716,0.03486038,0.04757749,0.001132773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958164,0.001274901,0.00006609363,0.0002279793,0.0007140425,0.00008242089,0.00001456787,0.00001281541,0.001790777],"genre_scores_gemma":[0.997994,0.0003953812,0.0007446504,0.00007679774,0.0007334024,1.525272e-7,0.000002083385,0.000005136415,0.00004836415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3200339,"threshold_uncertainty_score":0.3557235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004751627270731465,"score_gpt":0.2100783516633422,"score_spread":0.2053267243926107,"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."}}