{"id":"W4328110937","doi":"10.5194/hess-2022-426","title":"Hydrological connectivity controls dissolved organic carbon exports in a peatland-dominated boreal catchment stream","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; Université Laval; Institut de Recherche et de Développement en Agroenvironnement","funders":"Natural Sciences and Engineering Research Council of Canada; Centre National de la Recherche Scientifique","keywords":"Peat; Dissolved organic carbon; Boreal; Hydrology (agriculture); Environmental science; Ombrotrophic; Drainage basin; Water table; Catchment hydrology; Bog; Ecohydrology; Geology; Ecosystem; Ecology; Groundwater; Geography; Oceanography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002194123,0.0001625232,0.0002236947,0.000554346,0.0006578543,0.001002409,0.0002481161,0.0001877203,0.0005832093],"category_scores_gemma":[0.0005317453,0.0001274972,0.000176182,0.0005262498,0.0004828626,0.0003624268,0.0004166043,0.0001678807,0.00004194629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002174142,"about_ca_system_score_gemma":0.001649317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3483926,"about_ca_topic_score_gemma":0.4922061,"domain_scores_codex":[0.9998736,0.00001563081,0.00000807059,0.00004273794,0.00001943063,0.00004044426],"domain_scores_gemma":[0.9997243,0.00004028617,0.00006227173,0.000008129291,0.00006595999,0.00009899992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001143454,0.00006833826,0.9816378,0.00001795614,0.00004455056,0.0002252301,0.0004038388,0.001041731,0.01292648,0.0001006706,0.0001082371,0.003310957],"study_design_scores_gemma":[0.000002317586,0.000009296242,0.9984944,0.00000186046,0.000006910061,0.00001852861,0.0002345076,0.001010989,0.0001147915,0.00001627906,0.00008776892,0.000002460373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997204,0.00001647478,0.00002883316,0.000007163368,8.116939e-7,0.000002641327,0.00007084421,0.000002941142,0.0001498863],"genre_scores_gemma":[0.9997566,0.00001711057,0.00005620515,0.000004421261,0.00000109514,0.000002150776,0.00009233088,0.00000116734,0.00006893765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3483926,"threshold_uncertainty_score":0.6927295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485188996130427,"score_gpt":0.2425466828677461,"score_spread":0.2276947929064418,"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."}}