{"id":"W1543562910","doi":"10.1002/2013gl057706","title":"The role of vertical eddy flux in Southern Ocean heat uptake","year":2013,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Isopycnal; Eddy; Heat flux; Eddy covariance; Geology; Wind stress; Climatology; Atmospheric sciences; Ocean heat content; Flux (metallurgy); Eddy diffusion; Ocean current; Turbulence; Meteorology; Mechanics; Heat transfer; Physics; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004501106,0.0005247871,0.0003579649,0.0002587232,0.0003650833,0.001007244,0.0004107667,0.0006990407,0.001072994],"category_scores_gemma":[0.001564259,0.0004148979,0.0005893812,0.0002697084,0.0007285581,0.001026983,0.0008418073,0.0003622076,0.0001142777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009307775,"about_ca_system_score_gemma":0.0008056018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01116842,"about_ca_topic_score_gemma":0.006517171,"domain_scores_codex":[0.9998839,0.00004143744,0.000007971406,0.00002134918,0.00001305525,0.0000322581],"domain_scores_gemma":[0.9995752,0.0002021231,0.00006867862,0.00005173437,0.00003819735,0.00006401051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005957589,0.0001103908,0.08629099,0.0001121619,0.0001496324,0.0003867353,0.0001762481,0.8302761,0.06510795,0.008902563,0.0003615749,0.007529909],"study_design_scores_gemma":[0.0001236187,0.0001683973,0.0588639,0.00001990157,0.00006466761,0.00009091391,0.0001006757,0.9301629,0.005953024,0.003875351,0.0005240338,0.0000526367],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960115,0.000203067,0.001779643,0.0002298638,0.00001552096,0.000004388786,0.0001273493,0.00005973319,0.001568964],"genre_scores_gemma":[0.9995753,0.00005941543,0.0001393196,0.000008263176,0.00000290631,0.000002164281,0.00002444006,0.00001252285,0.0001757469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01116842,"threshold_uncertainty_score":0.02220684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305302652844608,"score_gpt":0.2385822714694103,"score_spread":0.2255292449409642,"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."}}