{"id":"W2154816292","doi":"10.1029/2011eo120001","title":"Peatlands and Their Role in the Global Carbon Cycle","year":2011,"lang":"en","type":"article","venue":"Eos","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":245,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Science Foundation","keywords":"Peat; Permafrost; Atmosphere (unit); Environmental science; Climate change; Carbon cycle; Carbon dioxide; Carbon fibers; Atmospheric sciences; Global warming; Carbon dioxide in Earth's atmosphere; Earth science; Climatology; Physical geography; Ecology; Geography; Meteorology; Geology; Ecosystem; Biology","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":[0.0001230546,0.00005855956,0.00006069635,0.000005816141,0.00003433833,0.000007264779,0.0001287143,0.00003355084,0.0001956537],"category_scores_gemma":[0.000004543769,0.00003246736,0.00001268708,0.00006851535,0.00005996094,0.00003057424,0.00006913149,0.00004943429,0.0000156327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002207658,"about_ca_system_score_gemma":0.000001856804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001640139,"about_ca_topic_score_gemma":0.003549655,"domain_scores_codex":[0.9995953,0.0000343547,0.00005876293,0.0001183321,0.00004595142,0.0001473241],"domain_scores_gemma":[0.999836,0.00001356488,0.00001003873,0.000111621,6.52831e-7,0.00002807992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007308086,0.00002862461,0.9941123,4.129655e-7,0.000001441754,0.000006947399,0.001742148,0.000002558199,0.00007481292,0.00008564725,0.000107314,0.003830545],"study_design_scores_gemma":[0.00015798,0.00005635344,0.9918686,0.00000104702,0.000001875106,0.00002014852,0.0003027891,0.0006262999,0.00005311823,0.003940635,0.002917605,0.00005350963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7962985,0.00003480939,0.000003266412,0.00009328407,0.00002042825,0.00004956502,0.000001817901,0.000007177274,0.2034911],"genre_scores_gemma":[0.9996824,0.00001160335,0.00002251914,0.0002034007,0.00001997019,0.000009132095,0.00000253306,0.000002066704,0.00004632455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2034448,"threshold_uncertainty_score":0.247941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008192344361352863,"score_gpt":0.1916959571541924,"score_spread":0.1835036127928396,"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."}}