{"id":"W4387104077","doi":"10.1029/2023jg007602","title":"Influence of Wildfire on Downstream Transport of Dissolved Carbon, Nutrients, and Mercury in the Permafrost Zone of Boreal Western Canada","year":2023,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Government of Northwest Territories; Wilfrid Laurier University; Toronto Metropolitan University; University of Alberta","funders":"Division of Antarctic Infrastructure and Logistics; Environment and Natural Resources, Northwest Territories; Polar Knowledge Canada","keywords":"Permafrost; Environmental science; Watershed; Taiga; Surface runoff; Nutrient; Hydrology (agriculture); Boreal; Dissolved organic carbon; Water quality; Mercury (programming language); Aquatic ecosystem; Climate change; STREAMS; Total organic carbon; Ecosystem; Peat; Physical geography; Ecology; Environmental chemistry; Geology; Geography; Chemistry","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":[0.0002320094,0.0001863577,0.0001962275,0.0004863184,0.0008521074,0.0006822135,0.000421114,0.0001688123,0.0006308639],"category_scores_gemma":[0.0006738337,0.0001194358,0.0001977735,0.0007571457,0.0004788219,0.0001517308,0.0002958448,0.0002072261,0.00005257566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005657933,"about_ca_system_score_gemma":0.005869814,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9708072,"about_ca_topic_score_gemma":0.9886181,"domain_scores_codex":[0.9998512,0.00001512945,0.000008272311,0.00003212902,0.00004191105,0.00005131779],"domain_scores_gemma":[0.9994479,0.00007555776,0.00009134193,0.00002337159,0.0002186951,0.000143024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006372386,0.00002846428,0.9954976,0.000006976077,0.00003068371,0.00007552371,0.0002415288,0.0004819713,0.001246409,0.00003615134,0.0001756962,0.00211537],"study_design_scores_gemma":[0.000001461421,0.000006015218,0.9989738,0.000002185034,0.000006053083,0.00001166198,0.0003582599,0.0004022627,0.0001225488,0.000008016998,0.000105586,0.000002149006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993499,0.00002829469,0.00002240427,0.0000189348,0.000001150884,0.000002274549,0.000316292,0.000002893698,0.0002578491],"genre_scores_gemma":[0.9993411,0.00004081886,0.00006091268,0.00001213488,9.036019e-7,0.000001960913,0.0003130976,0.000001355174,0.000227779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02919281,"threshold_uncertainty_score":0.05872941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03644012144925596,"score_gpt":0.2934945839039389,"score_spread":0.2570544624546829,"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."}}