{"id":"W2773178885","doi":"10.1016/j.scitotenv.2017.11.252","title":"Drivers of dissolved organic carbon export in a subarctic catchment: Importance of microbial decomposition, sorption-desorption, peatland and lateral flow","year":2017,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Russian Foundation for Basic Research; Danmarks Grundforskningsfond","keywords":"Environmental science; Dissolved organic carbon; Peat; Soil carbon; Carbon cycle; Hydrology (agriculture); Ecosystem; Soil water; Soil science; Environmental chemistry; Ecology; Chemistry; Geology","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":[0.0005409618,0.000229159,0.000285393,0.0004218702,0.0003816512,0.001133629,0.0003024046,0.0004066243,0.001440077],"category_scores_gemma":[0.0009404088,0.0002802959,0.0004808742,0.0005550835,0.0005951438,0.0005669203,0.000680688,0.0003526757,0.0001478489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008469587,"about_ca_system_score_gemma":0.0008010723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0646942,"about_ca_topic_score_gemma":0.07985477,"domain_scores_codex":[0.9998543,0.00004021455,0.00001280932,0.00003863813,0.00001233738,0.00004169606],"domain_scores_gemma":[0.9992932,0.000282547,0.0001571914,0.00003820807,0.00007052555,0.0001582916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001211255,0.00005298541,0.9951115,0.000008520698,0.0000943359,0.0001165051,0.0001885949,0.0008043873,0.002326298,0.0001458081,0.00006112045,0.000968783],"study_design_scores_gemma":[0.00000548037,0.000009101877,0.9972307,0.000002205395,0.00002298947,0.00002265011,0.000316525,0.002152892,0.0001014919,0.00006202027,0.00006984061,0.000004087288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999742,0.00002359959,0.00003649157,0.00003218015,9.107458e-7,9.396175e-7,0.0000674378,0.00000297216,0.00009343196],"genre_scores_gemma":[0.9997756,0.00001909852,0.00003024563,0.000006444378,0.000002200833,0.000001003729,0.00007236718,0.00000203896,0.00009106149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0646942,"threshold_uncertainty_score":0.1286353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00559584669870502,"score_gpt":0.2077431307797806,"score_spread":0.2021472840810756,"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."}}