{"id":"W2756343729","doi":"10.5194/bg-15-1273-2018","title":"The pyrogeography of eastern boreal Canada from 1901 to 2012 simulated with the LPJ-LMfire model","year":2018,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; Natural Resources Canada; Canadian Forest Service","funders":"Natural Sciences and Engineering Research Council of Canada; Compute Canada","keywords":"Taiga; Boreal; Environmental science; Vegetation (pathology); Biomass (ecology); Disturbance (geology); Primary production; Physical geography; Black spruce; Climatology; Geography; Atmospheric sciences; Ecology; Forestry; Ecosystem; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003748172,0.0007823898,0.0004780504,0.0005856415,0.001266655,0.0009994864,0.001698121,0.0008977751,0.002166574],"category_scores_gemma":[0.001127215,0.0004797379,0.0008871373,0.001022422,0.0007427017,0.0003688805,0.0004223808,0.0009156317,0.0002432291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009462605,"about_ca_system_score_gemma":0.006610246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9456255,"about_ca_topic_score_gemma":0.9331363,"domain_scores_codex":[0.9998373,0.00002412955,0.000007834339,0.00004730248,0.00002667884,0.0000566554],"domain_scores_gemma":[0.9993423,0.0001340173,0.00005309709,0.00004906628,0.0002821992,0.00013924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001602014,0.00009819827,0.06530179,0.00003779946,0.00009336766,0.0001185075,0.00007248521,0.9294134,0.0005106467,0.0005964828,0.001680585,0.001916493],"study_design_scores_gemma":[0.0001074209,0.00003781383,0.04316115,0.00001796793,0.00005089348,0.00002676443,0.0001567855,0.95474,0.0003332963,0.0001564533,0.001167507,0.00004396494],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897113,0.0001099222,0.0009884873,0.0001697789,0.00002965534,0.00002588596,0.00560198,0.0002209324,0.003142051],"genre_scores_gemma":[0.9947608,0.00005238012,0.001086634,0.00003234668,0.000005417146,0.00001863838,0.003443922,0.00002891839,0.0005708484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05437446,"threshold_uncertainty_score":0.1093893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005580999487296226,"score_gpt":0.1908673476770743,"score_spread":0.1852863481897781,"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."}}