{"id":"W1971453459","doi":"10.1139/x00-170","title":"A direct approach to quantifying organic matter lost as a result of peatland wildfire","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Peat; Permafrost; Bog; Organic matter; Environmental science; Physical geography; Hydrology (agriculture); Soil science; Geology; Ecology; Geography; Oceanography; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0004189043,0.0007205012,0.0006207394,0.001917648,0.0008004725,0.0008656732,0.0004880716,0.0004721674,0.001499968],"category_scores_gemma":[0.0007819854,0.0003599272,0.000353959,0.001181479,0.0004835938,0.0005208022,0.0006919859,0.0008400881,0.0003915059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005922347,"about_ca_system_score_gemma":0.0008488569,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0133256,"about_ca_topic_score_gemma":0.05582755,"domain_scores_codex":[0.9995027,0.00005011484,0.00002131281,0.0001561528,0.0002087253,0.00006100869],"domain_scores_gemma":[0.9994536,0.0001102988,0.000138581,0.00004800811,0.000156002,0.00009352873],"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":[0.001299478,0.0005302653,0.2531112,0.0008726111,0.0004790824,0.0003010139,0.0009436022,0.0007933899,0.6457506,0.0003858524,0.0004773079,0.09505554],"study_design_scores_gemma":[0.0000371466,0.001333611,0.8051184,0.00005311822,0.000231465,0.0007844725,0.0004292646,0.003106966,0.183101,0.0005245076,0.005208233,0.00007181318],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544306,0.002499335,0.03333402,0.00004343791,0.00006426745,0.0004861089,0.003700561,0.000146427,0.005295241],"genre_scores_gemma":[0.9058576,0.003132269,0.07783748,0.0001818723,0.00008541794,0.00117137,0.002811644,0.00007778431,0.00884451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9866744,"threshold_uncertainty_score":0.02649605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05031508540362841,"score_gpt":0.3028396231010184,"score_spread":0.25252453769739,"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."}}