{"id":"W2055639236","doi":"10.1890/120332","title":"Temperate and boreal forest mega‐fires: characteristics and challenges","year":2014,"lang":"en","type":"review","venue":"Frontiers in Ecology and the Environment","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":373,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parks Canada; Native Mental Health Association of Canada","funders":"","keywords":"Ecosystem; Boreal; Disturbance (geology); Fire regime; Mega-; Climate change; Taiga; Environmental science; Megacity; Environmental resource management; Geography; Ecology; Physical geography; Environmental protection; Forestry; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0009519904,0.0006355594,0.00131716,0.002082705,0.000342898,0.00136816,0.0007833085,0.0009335824,0.003041313],"category_scores_gemma":[0.001173337,0.0002688499,0.0006305522,0.003031872,0.0005479439,0.001575234,0.000591458,0.001147834,0.0008102881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006896717,"about_ca_system_score_gemma":0.002186236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004122979,"about_ca_topic_score_gemma":0.008417485,"domain_scores_codex":[0.9997746,0.00003308793,0.00004025256,0.00005220218,0.00007463389,0.00002513554],"domain_scores_gemma":[0.9992823,0.0003295721,0.0001616419,0.00001654534,0.000149478,0.00006044593],"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":[0.00004870512,0.00003845349,0.0005186925,0.02930105,0.0001146739,0.0001180379,0.0001142376,0.0003427319,0.000520442,0.003404286,0.01230678,0.953172],"study_design_scores_gemma":[0.00001411127,0.0001087647,0.005110723,0.01533897,0.0002938389,0.001473264,0.0003070256,0.0001246401,0.0002791366,0.003658798,0.9732597,0.00003107386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001166926,0.9991078,0.00003075644,0.0001824609,0.00005165616,0.00000174714,0.00001266195,0.000002010106,0.000494175],"genre_scores_gemma":[0.0009947901,0.9985933,0.00005694062,0.0001015118,0.00007461163,0.00000203618,0.00002125231,7.196884e-7,0.000154795],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004122979,"threshold_uncertainty_score":0.01017427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009404507123176779,"score_gpt":0.2059266809732085,"score_spread":0.1965221738500317,"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."}}