{"id":"W1639141565","doi":"10.1029/2008gb003294","title":"Predicting export of dissolved organic carbon from forested catchments in glaciated landscapes with shallow soils","year":2008,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University; Ontario Forest Research Institute; Fisheries and Oceans Canada; Environment and Climate Change Canada; Natural Resources Canada; Western University","funders":"","keywords":"Wetland; Hydrology (agriculture); Transect; Environmental science; Surface runoff; Drainage basin; Soil water; Total organic carbon; STREAMS; Dissolved organic carbon; Physical geography; Geology; Soil science; Ecology; Geography","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":[0.0002550176,0.0003160152,0.0003138375,0.0002639888,0.0001913563,0.0004815248,0.0001928079,0.0002223631,0.0002515578],"category_scores_gemma":[0.0007383276,0.000184468,0.0002884188,0.0002391915,0.0002055087,0.000332557,0.0002541346,0.0001607508,0.00004996125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006896819,"about_ca_system_score_gemma":0.0003581055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03151793,"about_ca_topic_score_gemma":0.04141968,"domain_scores_codex":[0.9999448,0.00001433682,0.00000338651,0.00001694883,0.000006534869,0.00001401429],"domain_scores_gemma":[0.9998122,0.00009054256,0.00003277087,0.00001332325,0.00001900409,0.00003220783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002636075,0.0002057057,0.7530518,0.00002288747,0.0000935543,0.0001700941,0.0001205464,0.226454,0.008800582,0.0001277938,0.0001235139,0.01056588],"study_design_scores_gemma":[0.00005200908,0.00007780076,0.4318489,0.000002699795,0.00002395633,0.00003607955,0.00009323945,0.5661476,0.001402242,0.0001958615,0.0001089107,0.00001078292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995435,0.000005652902,0.0003811976,0.000003991848,3.309041e-7,0.000001647149,0.0000278901,0.000008681984,0.0000270945],"genre_scores_gemma":[0.9992146,0.00001043073,0.0005211551,0.000002356109,9.316313e-7,0.000002792724,0.0001882685,0.000002552764,0.00005684026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03151793,"threshold_uncertainty_score":0.06266892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007698545209216453,"score_gpt":0.2074749798859692,"score_spread":0.1997764346767528,"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."}}