{"id":"W3010334922","doi":"10.1111/geb.13081","title":"The role of northern peatlands in the global carbon cycle for the 21st century","year":2020,"lang":"en","type":"article","venue":"Global Ecology and Biogeography","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peat; Carbon sink; Environmental science; Sink (geography); Northern Hemisphere; Climate change; Boreal; Carbon cycle; Climatology; Physical geography; Bog; Vegetation (pathology); Ecology; Atmospheric sciences; Ecosystem; Geography; Geology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003021078,0.0001664395,0.0001313018,0.0002720296,0.0002430124,0.000781305,0.0001224419,0.0001284632,0.001552884],"category_scores_gemma":[0.0004934796,0.00006186149,0.00012957,0.0003248621,0.0003565173,0.0005937418,0.0003876465,0.0001542413,0.0001004284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006856926,"about_ca_system_score_gemma":0.000755058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01662748,"about_ca_topic_score_gemma":0.03288686,"domain_scores_codex":[0.9999477,0.00001496102,0.000002668055,0.00001118833,0.000009237667,0.00001432844],"domain_scores_gemma":[0.9998559,0.00001328882,0.00004431825,0.0000138028,0.00003873799,0.00003388562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000536726,0.00008555238,0.6041815,0.0005433284,0.0003220591,0.001097382,0.0009430117,0.09975012,0.02696808,0.06344765,0.007546523,0.1945781],"study_design_scores_gemma":[0.00003248316,0.00009973202,0.7875698,0.0002631996,0.0001985433,0.0005026479,0.001012364,0.09545876,0.005136881,0.06021551,0.04945208,0.00005788761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819468,0.001999876,0.002734121,0.001409904,0.00005399432,0.000006137482,0.000551795,0.00007010438,0.01122733],"genre_scores_gemma":[0.9981341,0.0004318815,0.0005364071,0.00002181085,0.00001435865,0.0000019703,0.00006462691,0.000006629184,0.0007882474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01662748,"threshold_uncertainty_score":0.03306144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003728153870578806,"score_gpt":0.1954567447935156,"score_spread":0.1917285909229368,"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."}}