{"id":"W3193938962","doi":"10.1029/2020jg006187","title":"Linking Dominant Rainfall‐Runoff Event Hydrologic Response Dynamics With Nitrate and Chloride Load Estimates of Three Boreal Shield Catchments","year":2021,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Northwestern University","keywords":"Surface runoff; Environmental science; Boreal; Hydrology (agriculture); Climate change; Streamflow; Nitrate; Drainage basin; Ecology; Geography; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004542705,0.0002380507,0.0002341296,0.0008996028,0.0003546804,0.000484896,0.000250493,0.000251871,0.0004794809],"category_scores_gemma":[0.0005407123,0.00009713605,0.0003595763,0.0008675866,0.0002683971,0.0002997681,0.0003607766,0.0001586196,0.00005951508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007908116,"about_ca_system_score_gemma":0.0005145947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06403432,"about_ca_topic_score_gemma":0.09790366,"domain_scores_codex":[0.9998735,0.00001767441,0.00001169909,0.00003836733,0.00002703568,0.00003169763],"domain_scores_gemma":[0.999571,0.0000777855,0.0001036481,0.00002806866,0.0001205356,0.00009881055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002067153,0.000156151,0.9820901,0.00002076648,0.00006967927,0.0001354648,0.0004358453,0.003109478,0.00718596,0.00006775156,0.0003167919,0.006205292],"study_design_scores_gemma":[0.000006278665,0.00002454477,0.9954038,0.000001924718,0.00001101796,0.0000228854,0.00019857,0.003817965,0.0003012651,0.00002225014,0.0001841992,0.000005320261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993749,0.00001181397,0.0001100969,0.000007022502,8.128897e-7,0.000004647575,0.0003341718,0.00000966981,0.0001468881],"genre_scores_gemma":[0.9987314,0.00001398916,0.0002653067,0.000005391048,0.000001772085,0.000008028303,0.0009095364,0.000002179624,0.00006230066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06403432,"threshold_uncertainty_score":0.1273232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02169027368233304,"score_gpt":0.2950537397107574,"score_spread":0.2733634660284244,"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."}}