{"id":"W2133294431","doi":"10.1175/2010jpo4415.1","title":"On Turbulence Production by Swimming Marine Organisms in the Open Ocean and Coastal Waters","year":2010,"lang":"en","type":"article","venue":"Journal of Physical Oceanography","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Turbulence; Oceanography; Turbulence kinetic energy; Geology; Zooplankton; Buoyancy; Neutral buoyancy; Atmospheric sciences; Environmental science; Dissipation; Benthic zone; Physics; Meteorology; Mechanics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004784082,0.0001442327,0.0002130321,0.0000578637,0.0001405611,0.0001747822,0.0005364371,0.0000374059,0.00004452243],"category_scores_gemma":[0.00006415455,0.00007979797,0.00007906193,0.0006247989,0.0002055766,0.0005777086,0.00003105996,0.0005263739,0.000002430873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":8.096301e-7,"about_ca_system_score_gemma":0.00002695985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006381483,"about_ca_topic_score_gemma":0.00008190261,"domain_scores_codex":[0.9989674,0.00005863931,0.0002392275,0.0001801324,0.0003444765,0.0002101165],"domain_scores_gemma":[0.9993705,0.0001589339,0.0001946366,0.000122534,0.00005601049,0.00009736088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002353388,0.0003894322,0.9693378,0.00003360879,0.00004489826,0.00003452576,0.001517651,0.0001692588,0.001016953,0.0003359922,0.003177045,0.02370755],"study_design_scores_gemma":[0.001435544,0.002811645,0.9523559,0.0001356534,0.00008921956,0.0002787217,0.002247901,0.001047112,0.003862189,0.0306536,0.004529536,0.0005530424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980152,0.00004544708,0.00001389691,0.0008514065,0.0002393077,0.0001190691,0.000007897683,0.000006404578,0.0007013163],"genre_scores_gemma":[0.9990306,0.00006097889,0.0003717011,0.0003061965,0.0002038132,1.20097e-7,0.000007614524,0.000004057612,0.0000148749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0303176,"threshold_uncertainty_score":0.3254067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004367737531973319,"score_gpt":0.2027629138396393,"score_spread":0.198395176307666,"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."}}