{"id":"W2016202997","doi":"10.1038/nclimate1289","title":"Ocean carbon uptake and storage influenced by wind bias in global climate models","year":2011,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Climate variability and models","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada; University of Victoria","funders":"","keywords":"Environmental science; Wind stress; Climatology; Carbon dioxide in Earth's atmosphere; Ocean current; Climate model; Thermohaline circulation; Climate change; Atmospheric sciences; Southern Hemisphere; Northern Hemisphere; Carbon sequestration; Carbon dioxide; Oceanography; Geology; Chemistry","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":[0.0009910634,0.0006868846,0.000557495,0.0002924449,0.0004810677,0.0008935056,0.0005218434,0.001091856,0.0009907207],"category_scores_gemma":[0.004720009,0.000633187,0.0006087663,0.0005190513,0.0007094084,0.001124229,0.0005845382,0.0008332653,0.000105564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008978636,"about_ca_system_score_gemma":0.0008508823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03748947,"about_ca_topic_score_gemma":0.02537288,"domain_scores_codex":[0.999873,0.00006037022,0.00001041175,0.00002338506,0.00001131587,0.00002152258],"domain_scores_gemma":[0.9987645,0.0008655653,0.00009316328,0.00008932261,0.0001131701,0.00007431776],"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":[0.0001447994,0.0000305323,0.01228937,0.00002608581,0.00008971708,0.00006248102,0.00003540799,0.9814566,0.002183942,0.001746724,0.0003205825,0.001613791],"study_design_scores_gemma":[0.00004366283,0.00001567139,0.004112715,0.0000047264,0.00003505253,0.000009796346,0.00001668912,0.9937896,0.0006296107,0.001198089,0.0001300956,0.00001421494],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925171,0.0002601852,0.004819459,0.0005184961,0.00005831207,0.00000791568,0.000239695,0.0001045346,0.001474216],"genre_scores_gemma":[0.998611,0.0001549397,0.0005470112,0.00003594317,0.00001789813,0.000007211973,0.0001168131,0.00005367639,0.00045559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03748947,"threshold_uncertainty_score":0.07454252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05516599090725829,"score_gpt":0.263685713458942,"score_spread":0.2085197225516837,"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."}}