{"id":"W2263511563","doi":"10.1071/wf15048","title":"Altered mixed-severity fire regime has homogenised montane forests of Jasper National Park","year":2016,"lang":"en","type":"article","venue":"International Journal of Wildland Fire","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Research (Canada); University of British Columbia","funders":"","keywords":"Fire regime; National park; Fire ecology; Fire history; Ecology; Subalpine forest; Taiga; Geography; Fire protection; Canopy; Boreal; Environmental science; Abies lasiocarpa; Dendrochronology; Forestry; Montane ecology; Physical geography; Ecosystem; Climate change; Pinus contorta; Archaeology; Biology","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":[0.0002676716,0.00016088,0.000152684,0.0007717464,0.0007390509,0.0005188722,0.0002548645,0.0001074093,0.0003703958],"category_scores_gemma":[0.0004000093,0.0001635225,0.00009314327,0.0005139092,0.0004460878,0.0002677015,0.0004942321,0.0001957563,0.00006612456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001340913,"about_ca_system_score_gemma":0.0009764587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1477058,"about_ca_topic_score_gemma":0.6250438,"domain_scores_codex":[0.9997681,0.00003162218,0.00001367627,0.00008855527,0.00004763791,0.00005038457],"domain_scores_gemma":[0.999658,0.0000366125,0.0001050355,0.00002646113,0.00007740715,0.0000965288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008793898,0.00002645402,0.982909,0.00001948439,0.00004376151,0.0001580731,0.0007289466,0.000193402,0.008826615,0.00006818404,0.0001064212,0.006831835],"study_design_scores_gemma":[0.000001390449,0.000008900629,0.9990375,0.000003206201,0.000006712309,0.00007057014,0.000297782,0.0001428923,0.0002186852,0.00001261533,0.0001975628,0.000002221758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996638,0.00004109629,0.00003604466,0.000006217666,6.634777e-7,0.000001998346,0.00005459503,0.000002165501,0.0001933461],"genre_scores_gemma":[0.9995391,0.0000454405,0.0001553637,0.000009188215,0.000001191425,0.000002940053,0.0001319198,0.000001611135,0.0001131829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8522941,"threshold_uncertainty_score":0.2936922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01168031123392597,"score_gpt":0.2303560551711921,"score_spread":0.2186757439372661,"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."}}