{"id":"W3084533941","doi":"10.3390/fire3030053","title":"Effects of Prescribed Burn on Nutrient and Dissolved Organic Matter Characteristics in Peatland Shallow Groundwater","year":2020,"lang":"en","type":"article","venue":"Fire","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Agriculture and Forestry","keywords":"Peat; Environmental science; Groundwater; Nutrient; Organic matter; Boreal; Hydrology (agriculture); Dissolved organic carbon; Prescribed burn; Colored dissolved organic matter; Water quality; Ecology; Environmental chemistry; Geology; Chemistry; Phytoplankton; Biology","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":[0.0001137138,0.0001008372,0.0001631203,0.0002196592,0.0002605914,0.0003127282,0.0001044239,0.0001226747,0.0003691227],"category_scores_gemma":[0.0002534909,0.00006361985,0.0000963588,0.0002463538,0.0002624034,0.00009627375,0.0001138404,0.0001530108,0.00003015976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001199504,"about_ca_system_score_gemma":0.0007028459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2144237,"about_ca_topic_score_gemma":0.4336068,"domain_scores_codex":[0.9999329,0.000006494457,0.000003524183,0.00001062011,0.00002408638,0.00002237749],"domain_scores_gemma":[0.9998404,0.00002331611,0.00004093958,0.000006432202,0.00004439329,0.00004465612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001496416,0.0002524384,0.8670459,0.00003454983,0.00005855953,0.0002994092,0.0004834773,0.0007911918,0.1195619,0.00003772874,0.0001054868,0.009832963],"study_design_scores_gemma":[0.000002293611,0.00008087176,0.995688,0.000001809714,0.00000608634,0.00002787297,0.0002467851,0.0002905599,0.00356687,0.000009303175,0.00007752783,0.000002102053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99981,0.00002300227,0.00001674297,0.000003268863,5.775038e-7,0.000001034573,0.00003474634,9.135097e-7,0.0001096711],"genre_scores_gemma":[0.9996306,0.00003150108,0.00005762136,0.000008066889,3.752738e-7,0.000001248393,0.00007055548,5.519709e-7,0.0001994411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2144237,"threshold_uncertainty_score":0.4263512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004602685766089404,"score_gpt":0.1754476583887027,"score_spread":0.1708449726226133,"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."}}