{"id":"W2795847860","doi":"10.1002/2017jg003797","title":"Spatial patterns of DOC concentration and DOM optical properties in a Brazilian tropical river‐wetland system","year":2017,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of British Columbia","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Biome; Wetland; Dissolved organic carbon; Dry season; Environmental science; Humus; Drainage basin; Wet season; Hydrology (agriculture); Transect; Ecosystem; Ecology; Geography; Soil science; Soil water; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001006384,0.0000896499,0.0003037121,0.00009955346,0.0002930835,0.000278696,0.0004920018,0.00005283654,0.00003462543],"category_scores_gemma":[0.0004727028,0.00005433416,0.00006181558,0.0001150102,0.0007978766,0.0005731742,0.00007596469,0.0002884475,0.000006751321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001035032,"about_ca_system_score_gemma":0.0001839803,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08075044,"about_ca_topic_score_gemma":0.01538969,"domain_scores_codex":[0.9978259,0.0002020664,0.000415578,0.0001869905,0.001023574,0.0003459315],"domain_scores_gemma":[0.9989292,0.0002317306,0.0002418484,0.000159703,0.0002150182,0.0002225259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001404898,0.00004702129,0.9651685,0.00007776279,0.000005378872,0.00005377494,0.0001339361,0.000001474732,0.0009235076,0.0003460057,0.000005642308,0.03309653],"study_design_scores_gemma":[0.0003959576,0.0009612898,0.9913525,0.0002146309,0.00000433476,0.00003212688,0.0004950308,0.005212285,0.0008572956,0.0002797084,0.000129609,0.00006521439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979383,0.00008839829,0.00004298965,0.000364882,0.0001950865,0.0001335493,0.00002145064,0.000002377224,0.00121293],"genre_scores_gemma":[0.9995627,0.00008550609,0.00004533396,0.000004458927,0.000261224,6.456103e-7,9.096471e-7,0.000001345054,0.00003785788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06536075,"threshold_uncertainty_score":0.9253709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03332746056494204,"score_gpt":0.278053934308769,"score_spread":0.2447264737438269,"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."}}