{"id":"W2125654295","doi":"10.1175/bams-d-14-00015.1","title":"The LatMix Summer Campaign: Submesoscale Stirring in the Upper Ocean","year":2014,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Office of Naval Research; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Mesoscale meteorology; Eddy; Microscale chemistry; Turbulence; Dispersion (optics); Geology; Ocean current; Meteorology; Mixing (physics); Geophysics; Atmospheric sciences; Oceanography; Mechanics; Climatology; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.001791013,0.0001691769,0.0002723792,0.000003656639,0.0004845375,0.00005268731,0.001151914,0.00005519997,0.0003417447],"category_scores_gemma":[0.0003137795,0.00006463993,0.0003201391,0.0005178382,0.001595124,0.00001527605,0.00006474536,0.0003568952,0.00002805526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003387745,"about_ca_system_score_gemma":0.00001741418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001322556,"about_ca_topic_score_gemma":0.0001226327,"domain_scores_codex":[0.9980616,0.0005643492,0.0002759397,0.0002560877,0.0003888069,0.0004532186],"domain_scores_gemma":[0.9975221,0.001762911,0.0002477632,0.0003823409,0.00002528711,0.00005957781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003713903,0.00003158027,0.9663831,0.000007435362,0.0000261988,5.624015e-7,0.0002742401,0.0005081694,0.000005092179,0.0002445554,0.01037702,0.02210492],"study_design_scores_gemma":[0.0001346649,0.0001795265,0.8421692,0.000006679291,0.00001995598,0.000003166486,0.001756207,0.0009443921,0.00001786511,0.001371295,0.1532809,0.0001160746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813086,0.0006638554,0.00007550069,0.01443699,0.00009515064,0.000171567,0.000007600984,0.00002669106,0.003214056],"genre_scores_gemma":[0.9909291,0.0003488031,0.001056962,0.0073993,0.00009209429,0.00000208335,0.000002308617,0.000003909,0.0001654215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1429039,"threshold_uncertainty_score":0.5877301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009070848771887099,"score_gpt":0.2029245313218609,"score_spread":0.1938536825499738,"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."}}