{"id":"W2104742823","doi":"10.1175/jpo-d-13-0104.1","title":"Global Patterns of Diapycnal Mixing from Measurements of the Turbulent Dissipation Rate","year":2014,"lang":"en","type":"article","venue":"Journal of Physical Oceanography","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":563,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Environment Research Council; Sight Research UK; National Science Foundation","keywords":"Dissipation; Internal wave; Turbulence; Thermal diffusivity; Geology; CTD; Mechanics; Physics; Oceanography; Thermodynamics","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":[0.0003078782,0.0001299532,0.0003168465,0.00002846127,0.00006274926,0.00001965498,0.000378076,0.00003512044,0.00005026356],"category_scores_gemma":[0.00006251727,0.00007479992,0.0004215845,0.0005267496,0.0001150242,0.0002205991,0.00001272503,0.0001163667,8.439073e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002673308,"about_ca_system_score_gemma":0.00003773026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001117362,"about_ca_topic_score_gemma":0.0000414811,"domain_scores_codex":[0.9985116,0.0001589192,0.0004414218,0.0001114847,0.0006188336,0.0001577342],"domain_scores_gemma":[0.998659,0.0001462734,0.0007648572,0.0001425641,0.0001903777,0.00009697696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006142791,0.0001053906,0.9899988,0.00003138098,0.000101033,5.812176e-7,0.000134969,0.001349076,0.000316036,0.00002591785,0.00006045049,0.007814902],"study_design_scores_gemma":[0.0003950229,0.0002836748,0.9902807,0.000173489,0.0001000391,0.000001535479,0.00006747593,0.00140868,0.003588364,0.003527399,0.00008885922,0.00008479776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977167,0.0002644349,0.001340585,0.0001098719,0.0002315061,0.00005114041,0.00004593994,0.000004319995,0.0002355189],"genre_scores_gemma":[0.9993287,0.00002051792,0.0003380485,0.00007229494,0.0002311986,6.57412e-8,0.000005302121,0.00000247355,0.000001424146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007730104,"threshold_uncertainty_score":0.3050252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204750907078017,"score_gpt":0.2152559561700333,"score_spread":0.2032084470992531,"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."}}