{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009104403,0.0002281291,0.0002512324,0.00002049908,0.0002315212,0.00003431459,0.0003523231,0.0001252347,0.0008129972],"category_scores_gemma":[0.0000364604,0.0002116927,0.00007104398,0.0001272885,0.002701856,0.0001810263,0.0007491882,0.0005245401,0.00009159397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001510131,"about_ca_system_score_gemma":0.000002456968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005468226,"about_ca_topic_score_gemma":0.00005874314,"domain_scores_codex":[0.9972725,0.0001414967,0.0003067494,0.0005127169,0.0008938637,0.0008726555],"domain_scores_gemma":[0.9991097,0.0001362805,0.0001029451,0.0003912095,7.877104e-7,0.0002590181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001105392,0.0001309236,0.4713919,0.000007674045,0.000014843,0.00001893857,0.0003351685,0.0001155073,0.5144614,0.000002716171,0.00008792077,0.01332239],"study_design_scores_gemma":[0.00322606,0.0002787367,0.9744129,0.00001606912,0.00002009144,0.00002479898,0.0005988777,0.00496409,0.008214327,0.00005060206,0.007754197,0.0004393193],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980575,0.00006331038,0.0001133213,0.0006457823,0.0001926806,0.0004471384,0.00003990849,0.00001880531,0.0004214969],"genre_scores_gemma":[0.9982768,0.0002391905,0.0008851774,0.0002398179,0.00008608368,0.00004222168,0.00001116197,0.00003663743,0.0001829563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5062471,"threshold_uncertainty_score":0.9955102,"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."}}