{"id":"W2136717810","doi":"10.1088/1748-9326/5/3/034007","title":"Climate control of terrestrial carbon exchange across biomes and continents","year":2010,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":190,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Biological Sciences; Environment and Climate Change Canada; Hamilton Health Sciences","funders":"Lawrence Berkeley National Laboratory; Australian Research Council; National Oceanic and Atmospheric Administration; U.S. Forest Service; Ministry of Agriculture, Forestry and Fisheries; Chinese Academy of Sciences; U.S. Department of Energy; European Commission; City University of New York; Oak Ridge National Laboratory; Canadian Foundation for Climate and Atmospheric Sciences; Microsoft Research; BIOCAP Canada; Natural Sciences and Engineering Research Council of Canada; U.S. Department of Agriculture; National Aeronautics and Space Administration; U.S. Department of Commerce; National Science Foundation","keywords":"Biome; Eddy covariance; Dryness; Environmental science; Atmospheric sciences; Climatology; Carbon cycle; Ecosystem; Climate change; Latitude; Terrestrial ecosystem; Atmosphere (unit); Geography; Ecology; Geology; Meteorology; Oceanography; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00037361,0.0001334495,0.0002357655,0.0004183139,0.0002473828,0.000514352,0.000152764,0.00009696115,0.0005340501],"category_scores_gemma":[0.0008629469,0.000116508,0.0002128423,0.0005299213,0.0003511688,0.0002325739,0.0004825843,0.00009423239,0.00007477175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001971871,"about_ca_system_score_gemma":0.0001392867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007446519,"about_ca_topic_score_gemma":0.01048511,"domain_scores_codex":[0.9998447,0.00004977626,0.00001060525,0.00005099873,0.00001893944,0.00002501607],"domain_scores_gemma":[0.9995876,0.000124965,0.0001286118,0.00006528266,0.00006126284,0.00003234612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001058572,0.00001758721,0.9441897,0.00004681353,0.0002965638,0.00006832022,0.0003981513,0.002398039,0.03247169,0.0004296797,0.0001900693,0.01938764],"study_design_scores_gemma":[9.445185e-7,0.000004861893,0.9989292,9.477289e-7,0.00000931141,0.00001748611,0.00003832492,0.0005059647,0.0002435821,0.00007013232,0.0001773484,0.000001908842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987271,0.0001916785,0.0002848589,0.0000174646,0.000001621711,0.000001325496,0.0001229009,0.00001055354,0.0006424455],"genre_scores_gemma":[0.9996136,0.00006153021,0.0001229362,0.000007122523,0.000001879195,0.000001266712,0.0001266265,0.000003112903,0.00006197076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007446519,"threshold_uncertainty_score":0.01480639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01198290244768282,"score_gpt":0.272707937475735,"score_spread":0.2607250350280522,"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."}}