{"id":"W3092052854","doi":"10.1111/gcb.15353","title":"COSORE: A community database for continuous soil respiration and other soil‐atmosphere greenhouse gas flux data","year":2020,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Concordia University; McMaster University","funders":"Pacific Northwest National Laboratory; Division of Environmental Biology; Comisión Nacional de Investigación Científica y Tecnológica; Japan Society for the Promotion of Science; Australian Research Council; Office of Science; Beijing Academy of Agricultural and Forestry Sciences; China Scholarship Council; Oak Ridge National Laboratory; Biological and Environmental Research; National Natural Science Foundation of China; University College Dublin; Ministry of Science and Technology, Taiwan; Innovative Research Group Project of the National Natural Science Foundation of China; Higher Education Authority; Agricultural Research Service; Battelle; U.S. Department of Agriculture; National Institutes of Health; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; U.S. Department of Energy; National Science Foundation","keywords":"Environmental science; Greenhouse gas; Soil respiration; Ecosystem respiration; Flux (metallurgy); Soil carbon; Metadata; Ecosystem; Atmospheric sciences; Database; Soil water; Soil science; Primary production; Computer science; Ecology; Chemistry; Geology; World Wide Web","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":[0.004639998,0.002229998,0.00153402,0.006393032,0.0009265229,0.003572124,0.004156427,0.001867183,0.01676707],"category_scores_gemma":[0.01617733,0.0009966785,0.001301862,0.01047351,0.0006391735,0.005881581,0.004458301,0.002168809,0.01576563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001246966,"about_ca_system_score_gemma":0.003849161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01078228,"about_ca_topic_score_gemma":0.01182512,"domain_scores_codex":[0.9968335,0.0004210331,0.0006210709,0.0009108462,0.001012081,0.000201498],"domain_scores_gemma":[0.9877108,0.002635806,0.001360807,0.00427962,0.002775136,0.001237876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001355053,0.0003531097,0.0160435,0.003316724,0.0004405447,0.0005799272,0.0004861022,0.01138103,0.01333901,0.01567696,0.8253448,0.1116832],"study_design_scores_gemma":[0.0005687772,0.0001295641,0.01734073,0.0004598194,0.0001297995,0.0004075553,0.000227066,0.0270199,0.01306265,0.01467345,0.9255497,0.000430912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.006223795,0.0006272024,0.05128461,0.0004180387,0.0001653401,0.0004351081,0.8507289,0.0828097,0.007307204],"genre_scores_gemma":[0.01998685,0.0003909389,0.03930656,0.0003190756,0.00007275388,0.0009866137,0.9290184,0.007867756,0.002051005],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01676707,"threshold_uncertainty_score":0.05609137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08207703171555263,"score_gpt":0.2823194960627816,"score_spread":0.2002424643472289,"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."}}