{"id":"W2979511874","doi":"10.1071/wf18220","title":"Spatial distribution of mean fire size and occurrence in eastern Canada: influence of climate, physical environment and lightning strike density","year":2019,"lang":"en","type":"article","venue":"International Journal of Wildland Fire","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Université du Québec en Abitibi-Témiscamingue; Université du Québec à Montréal","funders":"","keywords":"Lightning (connector); Fire regime; Boreal; Taiga; Environmental science; Homogeneous; Physical geography; Fire history; Spatial distribution; Limiting; Climate change; Spatial variability; Vegetation (pathology); Water content; Climatology; Fire protection; Geography; Meteorology; Geology; Ecosystem; Forestry; Ecology; Oceanography; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004010702,0.0002288569,0.0002999973,0.001306778,0.001442314,0.001129118,0.0007146826,0.0002454086,0.001243814],"category_scores_gemma":[0.001306801,0.0002389571,0.000347251,0.002261282,0.0008406442,0.0002733216,0.0006683032,0.0003121072,0.0001270879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01418447,"about_ca_system_score_gemma":0.01258936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9932501,"about_ca_topic_score_gemma":0.996886,"domain_scores_codex":[0.9996178,0.00002293254,0.00002397486,0.00007932166,0.0001097467,0.0001461809],"domain_scores_gemma":[0.9987716,0.0001806814,0.0002216958,0.00005040582,0.0004944887,0.0002811358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008519916,0.00001776881,0.9879931,0.00002814684,0.0000695482,0.00008076801,0.0007783089,0.0006557831,0.0007258162,0.00009597706,0.0004433385,0.009026329],"study_design_scores_gemma":[0.000001465963,0.000004317696,0.9985423,0.000008051193,0.000007818725,0.00002176751,0.0006653412,0.0003604417,0.000062365,0.00001489103,0.0003053433,0.000005961427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976758,0.0003182758,0.000127485,0.00005315981,0.000002286808,0.000007576591,0.001061666,0.00001122261,0.0007425421],"genre_scores_gemma":[0.9984164,0.0001897786,0.0001321801,0.00001568112,0.000001365769,0.0000038554,0.0006433068,0.000004021058,0.0005934163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01418447,"threshold_uncertainty_score":0.102916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002988393195440667,"score_gpt":0.1930819794122811,"score_spread":0.1900935862168404,"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."}}