{"id":"W3023145835","doi":"10.1111/gcb.15147","title":"Drainage increases CO<sub>2</sub> and N<sub>2</sub>O emissions from tropical peat soils","year":2020,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Australia-Indonesia Institute","keywords":"Peat; Groundwater; Environmental science; Greenhouse gas; Soil water; Ecosystem respiration; Hydrology (agriculture); Drainage; Ecosystem; Carbon dioxide; Soil carbon; Soil respiration; Eddy covariance; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008327911,0.0001469219,0.0001586129,0.0003277442,0.0001178999,0.0004082929,0.00009015281,0.0001333287,0.001083788],"category_scores_gemma":[0.0001854693,0.000100781,0.0001773549,0.0003052901,0.0002368296,0.0002629017,0.0003247589,0.0001237797,0.00006381916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003012099,"about_ca_system_score_gemma":0.000189151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003944391,"about_ca_topic_score_gemma":0.006013754,"domain_scores_codex":[0.9999344,0.000009895366,0.000005910833,0.00001606677,0.0000123054,0.0000213754],"domain_scores_gemma":[0.9998019,0.00004317245,0.00007330391,0.00001252429,0.00002326253,0.00004580002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000717058,0.0001355737,0.5446204,0.0001717986,0.0001246595,0.0006317405,0.0003264909,0.002220321,0.4375568,0.0002909615,0.0003169097,0.01288722],"study_design_scores_gemma":[0.000008932682,0.00009755172,0.9816338,0.000005713063,0.00002700698,0.0001409187,0.0002289032,0.001630695,0.01530751,0.0001669602,0.0007467252,0.000005339847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995793,0.00002696048,0.00004746056,0.000007393436,7.721769e-7,9.013012e-7,0.00006539677,0.000005382026,0.0002665249],"genre_scores_gemma":[0.9997191,0.00003586212,0.00005452323,0.000005812461,0.000001651812,0.00000212923,0.00006316751,0.000002692774,0.0001149899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003944391,"threshold_uncertainty_score":0.007842898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02392375881358255,"score_gpt":0.2470397532812593,"score_spread":0.2231159944676768,"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."}}