{"id":"W2119062209","doi":"10.1038/ncomms1523","title":"Experimental drying intensifies burning and carbon losses in a northern peatland","year":2011,"lang":"en","type":"article","venue":"Nature Communications","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":238,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canmore Museum and Geoscience Centre; University of Guelph","funders":"U.S. Geological Survey","keywords":"Peat; Boreal; Environmental science; Carbon sink; Sink (geography); Carbon sequestration; Carbon fibers; Carbon cycle; Permafrost; Soil carbon; Drainage; Carbon dioxide; Hydrology (agriculture); Atmospheric carbon cycle; Soil water; Atmospheric sciences; Ecosystem; Soil science; Ecology; Geology","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":[0.0001040951,0.00007881079,0.00009744209,0.00003920474,0.0001227703,0.00001201847,0.0003186229,0.0001090523,0.000053059],"category_scores_gemma":[0.000029989,0.00006860839,0.00001565231,0.000110756,0.0001955121,0.00007240268,0.0004627636,0.0003554977,0.000006957191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005135523,"about_ca_system_score_gemma":0.00000469413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001188327,"about_ca_topic_score_gemma":0.03647368,"domain_scores_codex":[0.9994999,0.00005450805,0.0001140629,0.0001394109,0.0000571219,0.0001350214],"domain_scores_gemma":[0.9994331,0.00006320374,0.00003910043,0.0004192158,0.000006806989,0.00003855259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007900969,0.00006351026,0.9935067,8.049695e-7,0.000003917495,0.000003333109,0.003079698,0.000001607433,0.002773726,0.0001891777,0.00004545712,0.0003241261],"study_design_scores_gemma":[0.0003006686,0.00004663664,0.9939706,0.00001357333,0.000006606424,0.00002222247,0.001232484,0.0003819955,0.001222409,0.0001750302,0.002495944,0.0001318472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9488521,0.001857484,0.000001756058,0.0002743284,0.00003262008,0.0000786521,9.411768e-7,0.00002082715,0.04888133],"genre_scores_gemma":[0.9989136,0.0001468308,0.0007062784,0.0001346556,0.00000810667,0.00002184242,0.00001154314,0.000006730849,0.00005034032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05006161,"threshold_uncertainty_score":0.9811082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02462396134748081,"score_gpt":0.2615508553411204,"score_spread":0.2369268939936396,"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."}}