{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001212938,0.0004271198,0.001487228,0.00006424915,0.0001735016,0.00002937625,0.0002309331,0.0004077553,0.00002996233],"category_scores_gemma":[0.00005461305,0.0002828213,0.00007161311,0.00003689168,0.00131992,0.00006947185,0.0004701166,0.0003924659,0.00003817509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001778415,"about_ca_system_score_gemma":0.000007401601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006509934,"about_ca_topic_score_gemma":0.0001903359,"domain_scores_codex":[0.9976314,0.0007415732,0.0004716601,0.000639993,0.0001330348,0.0003822829],"domain_scores_gemma":[0.9988682,0.000374072,0.0002799327,0.0003624868,6.923375e-7,0.0001145865],"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":[0.00002532752,0.00004534941,0.04627865,0.002039557,0.0001064266,0.00001687683,0.0002857188,0.000001679161,5.794301e-8,0.0001679666,0.0004131444,0.9506192],"study_design_scores_gemma":[0.0007872025,0.0001244623,0.1184843,0.0004431535,0.0002475211,0.00006076739,0.0000432218,0.0006243319,6.099054e-8,0.0004380465,0.8784069,0.0003400062],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00531314,0.9920399,0.00003263263,0.0002809076,0.0005371801,0.001192461,0.00001708294,0.00001253776,0.0005741831],"genre_scores_gemma":[0.01073288,0.9883289,0.000218041,0.00007244379,0.00006697675,0.0003103155,0.00002007776,0.00003757764,0.0002127434],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9502792,"threshold_uncertainty_score":0.9999624,"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."}}