{"id":"W4226266074","doi":"10.1016/j.scitotenv.2022.153579","title":"Assessing leached TOC, nutrients and phenols from peatland soils after lab-simulated wildfires: Implications to source water protection","year":2022,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Peat; Leaching (pedology); Environmental chemistry; Pollutant; Nutrient; Environmental science; Water quality; Soil water; Total organic carbon; Surface water; Chemistry; Environmental engineering; Soil science; Ecology","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":[0.0005831843,0.0004139592,0.000323152,0.000194202,0.0004297059,0.0006629921,0.0003941748,0.0005384739,0.0006545915],"category_scores_gemma":[0.0007895928,0.0001489234,0.0003637768,0.0002482166,0.0002505532,0.0007056651,0.0002482265,0.0004298114,0.0001300298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009117933,"about_ca_system_score_gemma":0.001174709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01560724,"about_ca_topic_score_gemma":0.02834267,"domain_scores_codex":[0.9998425,0.00003234789,0.00001547853,0.00004561305,0.00003606734,0.00002783493],"domain_scores_gemma":[0.9996227,0.0001496986,0.00005513673,0.00002389454,0.00009777857,0.00005062547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01101578,0.001650264,0.2644383,0.0003764597,0.0003596819,0.0001956589,0.000359918,0.03227552,0.6594702,0.000239252,0.0005010058,0.02911803],"study_design_scores_gemma":[0.0003281919,0.00482289,0.4004627,0.00004131067,0.0003366944,0.0001711653,0.001060175,0.0854576,0.5043368,0.00114885,0.00173,0.0001036153],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984334,0.0000412951,0.00070679,0.00001498138,0.000007085298,0.00001623425,0.0004730274,0.00001569372,0.000291356],"genre_scores_gemma":[0.9975474,0.00008005624,0.001596283,0.00001865025,0.000002927152,0.00003075175,0.0003982804,0.000009986071,0.0003155187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01560724,"threshold_uncertainty_score":0.0310328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009785753371900609,"score_gpt":0.2108412205645919,"score_spread":0.2010554671926913,"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."}}