{"id":"W4409727755","doi":"10.1039/d4em00558a","title":"Physicochemical differences between wildfire pyrogenic carbon and slow-pyrolysis biochar suggest variations in elemental transport potential","year":2025,"lang":"en","type":"article","venue":"Environmental Science Processes & Impacts","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University; Laurentian University; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Newcastle University","keywords":"Biochar; Pyrolysis; Environmental chemistry; Carbon fibers; Environmental science; Charcoal; Chemistry; Materials science; Organic chemistry","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":[0.0003423811,0.0003400017,0.0001917365,0.0008826152,0.0003805043,0.0007173656,0.0002722146,0.0004614189,0.002946049],"category_scores_gemma":[0.0005850931,0.0001746975,0.0002686211,0.0006828435,0.0003900013,0.0005169723,0.0002573021,0.0003802592,0.0003267904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003395202,"about_ca_system_score_gemma":0.0002876916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003141654,"about_ca_topic_score_gemma":0.005136691,"domain_scores_codex":[0.9997062,0.00001922559,0.00002190428,0.0001054833,0.00009279885,0.00005433866],"domain_scores_gemma":[0.9996883,0.00009823092,0.00006250521,0.00002350784,0.00008890502,0.00003862214],"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":[0.0004013593,0.00006198931,0.06213608,0.000158121,0.00009085815,0.0001366382,0.00008837007,0.0004933881,0.926236,0.0003688342,0.0001339585,0.009694444],"study_design_scores_gemma":[0.00002037955,0.0002962091,0.649703,0.00002282884,0.00005760903,0.0006855018,0.0006045452,0.003037601,0.3415694,0.001059129,0.002908992,0.00003476037],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915476,0.0005043775,0.002845599,0.00004132765,0.00002066323,0.00002626049,0.001566409,0.0000369038,0.003410838],"genre_scores_gemma":[0.9972568,0.000111924,0.001536901,0.00002585188,0.000004901834,0.00001304843,0.0006142171,0.00001568184,0.0004206575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003141654,"threshold_uncertainty_score":0.009855509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003796560043377185,"score_gpt":0.2084509214082721,"score_spread":0.204654361364895,"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."}}