{"id":"W4244696256","doi":"10.1139/cjfr-31-2-363","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":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peat; Permafrost; Bog; Organic matter; Environmental science; Hydrology (agriculture); Soil science; Physical geography; Ecology; Geology; Geography; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004381151,0.0007309542,0.0006295917,0.002006444,0.0008618865,0.0008945108,0.0005080356,0.0004711919,0.001500539],"category_scores_gemma":[0.0007933317,0.0003603876,0.0003634256,0.001249934,0.0004938985,0.0005361325,0.0007064002,0.0008463089,0.0003946104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006329474,"about_ca_system_score_gemma":0.0009218283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01518363,"about_ca_topic_score_gemma":0.06331035,"domain_scores_codex":[0.9994707,0.0000519439,0.00002260517,0.0001650153,0.0002258917,0.0000638539],"domain_scores_gemma":[0.9994266,0.0001120154,0.0001428034,0.00005047488,0.0001705671,0.00009742695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001331437,0.000558179,0.2767265,0.0008813611,0.0005000317,0.0003051477,0.0009847486,0.0007820987,0.6199477,0.0004014582,0.0004927985,0.09708854],"study_design_scores_gemma":[0.00003562043,0.001293727,0.8205519,0.00005298396,0.0002252152,0.0007656024,0.0004383879,0.002788852,0.1681694,0.0004969549,0.005113246,0.00006811442],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546537,0.002564825,0.03265693,0.00004395183,0.00006579333,0.0005042434,0.003832439,0.0001460855,0.005532018],"genre_scores_gemma":[0.9074867,0.003205112,0.07587799,0.0001852244,0.00008570166,0.001195826,0.002996114,0.00008058914,0.008886806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9848164,"threshold_uncertainty_score":0.03019053,"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."}}