{"id":"W2253759348","doi":"10.3137/oc310.2009","title":"The oceanic variability spectrum and transport trends","year":2009,"lang":"en","type":"article","venue":"ATMOSPHERE-OCEAN","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Barotropic fluid; Baroclinity; Rossby wave; Wavenumber; Zonal and meridional; Geology; Climatology; Geophysics; Latitude; Rossby radius of deformation; Physics; Atmospheric sciences; Geodesy; Optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000574686,0.0002633017,0.0002479385,0.000002802708,0.0005984774,0.0001085948,0.0003865027,0.0000989008,0.001170843],"category_scores_gemma":[0.00003365682,0.0001688856,0.0001064087,0.0006514473,0.0002635093,0.0002800501,0.000007272379,0.0002326612,0.0000257001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004381403,"about_ca_system_score_gemma":0.0000565586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002253569,"about_ca_topic_score_gemma":0.0003091987,"domain_scores_codex":[0.9982848,0.00007028028,0.0003292312,0.0004574771,0.0003059071,0.0005523117],"domain_scores_gemma":[0.9990553,0.000213024,0.0000976114,0.0003777726,0.00002856878,0.0002276818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006785234,0.00003546755,0.8294387,0.00001036966,0.00003076038,0.00001716118,0.0001895255,0.0001433023,7.758678e-7,0.001178491,0.001757894,0.1671296],"study_design_scores_gemma":[0.0002961462,0.0002757663,0.9591456,0.000009760835,0.00003812918,0.00002828711,0.0001986648,0.002605675,0.0000139565,0.01447581,0.02264512,0.0002670807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9417434,0.002557796,0.0001581569,0.002192036,0.0002501232,0.0001226473,0.00002085932,0.0001871098,0.05276786],"genre_scores_gemma":[0.996581,0.0006566765,0.0006141125,0.0005545968,0.0001502739,1.166171e-7,0.00002511053,0.000006086927,0.001412044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1668625,"threshold_uncertainty_score":0.9997422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005264997325573445,"score_gpt":0.1891614365827113,"score_spread":0.1838964392571378,"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."}}