{"id":"W2133749460","doi":"10.1111/gcb.12875","title":"A pan‐Arctic synthesis of CH<sub>4</sub> and CO<sub>2</sub> production from anoxic soil incubations","year":2015,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":177,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"U.S. Geological Survey; U.S. Department of Energy; Biological and Environmental Research; National Science Foundation","keywords":"Permafrost; Environmental science; Soil water; Soil carbon; Tundra; Soil science; Peat; Carbon cycle; Soil horizon; Hydrology (agriculture); Ecosystem; Geology; Ecology","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":[0.0003727164,0.0009342791,0.000377537,0.001149965,0.0003943038,0.0004687727,0.0001234265,0.0001069351,0.0009519886],"category_scores_gemma":[0.0003409762,0.0002506681,0.0003658522,0.001735638,0.0001803687,0.0002067528,0.0001991634,0.0001363613,0.0002152349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008084367,"about_ca_system_score_gemma":0.0007140327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03247434,"about_ca_topic_score_gemma":0.05847691,"domain_scores_codex":[0.9998569,0.00002199488,0.000009012125,0.00006426573,0.00002737581,0.00002033278],"domain_scores_gemma":[0.9996139,0.00007138115,0.00005740644,0.00002305639,0.0001931847,0.0000410466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001720756,0.00005558815,0.05407815,0.0005952995,0.0003021403,0.0001582609,0.0002641766,0.004351101,0.9017971,0.0002517109,0.0002968927,0.03612874],"study_design_scores_gemma":[0.00003149049,0.0004010524,0.7511512,0.00005403356,0.0004261551,0.0001681037,0.000318005,0.008024513,0.2294806,0.0002478443,0.009646102,0.00005101286],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777681,0.002155914,0.005748451,0.00003072151,0.00004236023,0.00004157777,0.00993094,0.000132446,0.004149466],"genre_scores_gemma":[0.9749224,0.001960921,0.01002196,0.00002763947,0.00002724807,0.00006100802,0.01185298,0.00007234719,0.001053501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03247434,"threshold_uncertainty_score":0.06457061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0648079645736905,"score_gpt":0.260168610775277,"score_spread":0.1953606462015866,"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."}}