{"id":"W2582941287","doi":"10.1002/2016jg003615","title":"Erosion of organic carbon from the Andes and its effects on ecosystem carbon dioxide balance","year":2017,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Clarendon Fund; Natural Environment Research Council; Sight Research UK; Avatar Alliance Foundation; Cargill Foundation; Margaret A. Cargill Foundation; European Commission; European Research Council; Jackson Foundation; Gordon and Betty Moore Foundation; W. M. Keck Foundation; Natural Sciences and Engineering Research Council of Canada; John D. and Catherine T. MacArthur Foundation; Grantham Foundation for the Protection of the Environment; National Science Foundation","keywords":"Total organic carbon; Environmental science; Hydrology (agriculture); Amazon rainforest; Drainage basin; Sediment; Carbon sink; Carbon dioxide; Carbon cycle; Discharge; Ecosystem; Sink (geography); Biosphere; Geology; Ecology; Environmental chemistry; Geography; Chemistry; Geomorphology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002693868,0.0001195363,0.0003502889,0.0001336587,0.0007247864,0.0001039766,0.001227249,0.0001061789,0.00003274539],"category_scores_gemma":[0.002215287,0.0000627648,0.00006832994,0.0002536376,0.001100936,0.0001953285,0.00008580152,0.000673214,0.0000166823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000365294,"about_ca_system_score_gemma":0.0001945573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003128672,"about_ca_topic_score_gemma":0.003321923,"domain_scores_codex":[0.99706,0.0007615634,0.0002789464,0.0002609057,0.001162037,0.0004765646],"domain_scores_gemma":[0.9952554,0.0036346,0.0003062932,0.0003235005,0.0002855636,0.0001946502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001621424,0.00003399163,0.9882093,0.00002246748,0.00001699673,0.0000441555,0.0001163074,7.160207e-7,0.01003846,0.00007749713,0.0000118253,0.001266104],"study_design_scores_gemma":[0.0002981944,0.001189457,0.9745947,0.000248983,0.00001011499,0.00002066543,0.0001116764,0.001742675,0.01909018,0.002609241,0.00001812571,0.00006605165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951699,0.001473803,4.432415e-7,0.001911146,0.0003047565,0.0001527617,0.00001798201,0.000003064922,0.0009661067],"genre_scores_gemma":[0.9989965,0.0006647688,0.00001413468,0.00002119101,0.0002591101,7.506134e-7,0.000001267961,0.00000206165,0.00004022057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0136147,"threshold_uncertainty_score":0.5574544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03242431368955256,"score_gpt":0.2982001689289455,"score_spread":0.265775855239393,"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."}}