{"id":"W2055763451","doi":"10.1038/nature06316","title":"Dissolved organic carbon trends resulting from changes in atmospheric deposition chemistry","year":2007,"lang":"en","type":"article","venue":"Nature","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":1810,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of the Environment, Conservation and Parks; Laurentian University; Environment and Climate Change Canada","funders":"Centre for Ecology and Hydrology; Sixth Framework Programme; Sight Research UK; Norsk Institutt for Vannforskning; Natural Environment Research Council; Department for Environment, Food and Rural Affairs, UK Government","keywords":"Dissolved organic carbon; Deposition (geology); Environmental science; Climate change; Ecosystem; Total organic carbon; Environmental chemistry; Carbon cycle; Global change; Carbon fibers; Acid rain; Hydrology (agriculture); Chemistry; Oceanography; Ecology; Sediment; Geology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001325705,0.0001833911,0.0001930944,0.0002208025,0.0002318219,0.0004868247,0.0001332726,0.0003956915,0.001636939],"category_scores_gemma":[0.0004344582,0.000167474,0.0002780246,0.0004636008,0.0002555792,0.0002862637,0.0001997556,0.00032546,0.0001834748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008294802,"about_ca_system_score_gemma":0.0004245243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01801334,"about_ca_topic_score_gemma":0.02413414,"domain_scores_codex":[0.9999559,0.000004071592,0.000004824523,0.00001334705,0.00001000673,0.00001192906],"domain_scores_gemma":[0.9997761,0.00005747135,0.00005874779,0.00001413757,0.00004993692,0.00004360672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003956508,0.0002965203,0.7824107,0.0001481252,0.0003681231,0.0004389564,0.000136956,0.004162334,0.1914472,0.000473607,0.00102057,0.01514049],"study_design_scores_gemma":[0.0000369626,0.00009319517,0.9911857,0.000002317232,0.0000611513,0.00004028274,0.00007444693,0.001424673,0.006557522,0.0001208168,0.0003977186,0.000005180351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986099,0.00005644115,0.00007660069,0.00007858281,0.00001422608,0.000003293422,0.000641195,0.000008518819,0.0005112206],"genre_scores_gemma":[0.9983278,0.0001450211,0.00009929381,0.00003757421,0.0000127276,0.000002997533,0.0007479186,0.000004762604,0.0006219607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01801334,"threshold_uncertainty_score":0.03581697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003921617443241558,"score_gpt":0.1908767513108226,"score_spread":0.1869551338675811,"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."}}