{"id":"W3122499732","doi":"10.1016/j.scitotenv.2021.145212","title":"Peatland-fire interactions: A review of wildland fire feedbacks and interactions in Canadian boreal peatlands","year":2021,"lang":"en","type":"review","venue":"The Science of The Total Environment","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Canadian Forest Service; University of Lethbridge","funders":"Natural Sciences and Engineering Research Council of Canada; University of Lethbridge","keywords":"Peat; Boreal; Environmental science; Climate change; Ecosystem; Fire regime; Global warming; Taiga; Carbon cycle; Permafrost; Ecology; Climatology; Physical geography; Geography; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001017924,0.0003127094,0.0009304432,0.00008681812,0.0002890239,0.00002896218,0.0008965131,0.00006816349,0.0008184005],"category_scores_gemma":[0.000101188,0.0001708681,0.0002767264,0.0006338355,0.001431641,0.0001746334,0.0008902547,0.0004571482,0.00002148423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000723864,"about_ca_system_score_gemma":0.000269575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0490743,"about_ca_topic_score_gemma":0.01442973,"domain_scores_codex":[0.997623,0.0002351069,0.0006822338,0.000509616,0.000463458,0.0004866462],"domain_scores_gemma":[0.9983913,0.0001607065,0.0004610081,0.000779682,0.000007645922,0.0001996379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001404434,0.0004200224,0.003176832,0.007281539,0.0001694292,0.00003380696,0.001010553,0.001007698,0.00003623857,0.00007862164,0.006142296,0.9806289],"study_design_scores_gemma":[0.0003485291,0.0001422239,0.0252689,0.03835255,0.000714175,0.000837089,0.0001793315,0.0010751,0.000007401298,0.00005248899,0.9324003,0.0006218535],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008451231,0.9827555,5.376708e-7,0.001088704,0.000258995,0.0008814248,0.00007949818,0.000004686505,0.006479367],"genre_scores_gemma":[0.03215665,0.9665009,0.00002855661,0.00005362427,0.00003321121,0.00005240723,0.00004503785,0.00001502884,0.001114557],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9800071,"threshold_uncertainty_score":0.957258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01703898082263325,"score_gpt":0.2755749122660302,"score_spread":0.2585359314433969,"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."}}