{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002778849,0.0001969923,0.0003152697,0.00008046211,0.0001102978,0.00002386435,0.0001428222,0.0002065309,0.0001270562],"category_scores_gemma":[0.0002279316,0.0001708076,0.00005208676,0.0002857232,0.000248777,0.0002004219,0.00003482822,0.0000896962,0.0001960422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002468996,"about_ca_system_score_gemma":0.00004965427,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009427756,"about_ca_topic_score_gemma":0.03884211,"domain_scores_codex":[0.9986544,0.0001746027,0.000250867,0.0004176412,0.0001375871,0.0003649565],"domain_scores_gemma":[0.9991978,0.0001368875,0.0001495245,0.0002284906,0.0001049449,0.0001822945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001105265,0.00004249452,0.9030529,0.00004106676,0.00004024166,0.00000584168,0.000638454,0.000001697849,0.02521829,0.00001964457,0.001201609,0.06962723],"study_design_scores_gemma":[0.0004259906,0.0004527166,0.9591038,0.00007061525,0.0001027219,0.00006705027,0.000702367,0.0003031878,0.03488492,0.002135246,0.001360115,0.0003912745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873589,0.002499878,0.000005652765,0.0008332501,0.0007865751,0.0002638508,0.007833176,0.00004322905,0.0003754421],"genre_scores_gemma":[0.9946209,0.001576455,0.00001963179,0.0002554837,0.0007359551,0.0000177271,0.002767195,0.000004755236,0.00000190807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06923595,"threshold_uncertainty_score":0.9971685,"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."}}