{"id":"W2272804069","doi":"10.1071/mf15286","title":"Increases in humic and bioavailable dissolved organic matter in a forested New England headwater stream with increasing discharge","year":2016,"lang":"en","type":"article","venue":"Marine and Freshwater Research","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University; Agriculture and Agri-Food Canada","funders":"Institute for Biospheric Studies, Yale University; Wilson Foundation; National Science Foundation","keywords":"Dissolved organic carbon; Environmental chemistry; Biogeochemistry; Hyporheic zone; Organic matter; Chemistry; Aquatic ecosystem; Baseflow; Environmental science; Total organic carbon; Hydrology (agriculture); Discharge; Riparian zone; Ecology; Surface water; Drainage basin; Geology; Environmental engineering","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":[0.0001402032,0.0001408958,0.0002235105,0.0004335842,0.0005170674,0.0006140645,0.0002484067,0.000256099,0.0005954638],"category_scores_gemma":[0.0003643722,0.0002029053,0.0001164569,0.0004675538,0.0005444906,0.0002920848,0.00033557,0.0002743398,0.00009451983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002217386,"about_ca_system_score_gemma":0.0005181106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2658191,"about_ca_topic_score_gemma":0.4788499,"domain_scores_codex":[0.9998742,0.00001371666,0.00001101391,0.00004342987,0.00003960823,0.00001806677],"domain_scores_gemma":[0.9997122,0.00004906656,0.00008237111,0.000009943999,0.00008152792,0.00006490514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002691862,0.0001134094,0.9506688,0.0000474861,0.00005398871,0.0008632124,0.001579181,0.0005076398,0.04015018,0.00003522681,0.0001553232,0.005556293],"study_design_scores_gemma":[0.00000383928,0.0000384608,0.9986206,0.000001929355,0.00000635849,0.00007485886,0.000288878,0.0003611366,0.0004757268,0.000006789828,0.0001179476,0.000003307218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998081,0.00002095032,0.00002656212,0.000009185797,5.392329e-7,0.00000196138,0.00005655648,0.000002298809,0.00007383386],"genre_scores_gemma":[0.9990777,0.00005295596,0.0001713641,0.00001808022,0.000001609861,0.000005823598,0.0001549275,0.000001222974,0.0005162082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2658191,"threshold_uncertainty_score":0.5285437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01672317410325093,"score_gpt":0.2443755552822455,"score_spread":0.2276523811789946,"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."}}