{"id":"W4281962377","doi":"10.3389/frym.2022.734864","title":"How Does Cultural Burning Impact Biodiversity?","year":2022,"lang":"en","type":"article","venue":"Frontiers for Young Minds","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tula Foundation; University of Waterloo; University of British Columbia; Canadian Forest Service","funders":"Canadian Forest Service; Natural Sciences and Engineering Research Council of Canada; U.S. Forest Service; National Geographic Society","keywords":"Biodiversity; Ecosystem; Indigenous; Geography; Environmental resource management; Agroforestry; Ecology; Environmental science; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004753586,0.0003588386,0.0005559604,0.001787049,0.001076635,0.004376322,0.0006730952,0.001500954,0.008207403],"category_scores_gemma":[0.02484407,0.0002084672,0.001493764,0.002084576,0.001929681,0.004482332,0.001323911,0.002170301,0.0006132781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001826237,"about_ca_system_score_gemma":0.002740938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009724172,"about_ca_topic_score_gemma":0.01571612,"domain_scores_codex":[0.9968926,0.001590994,0.0003011828,0.0002996537,0.0006418991,0.0002737834],"domain_scores_gemma":[0.9866396,0.009349103,0.001780524,0.0002664203,0.001437572,0.0005267914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007592366,0.0002372837,0.07315542,0.03753173,0.003445714,0.0008164969,0.01070173,0.0008995653,0.0007755976,0.03656904,0.0521396,0.7829686],"study_design_scores_gemma":[0.0001570012,0.0006070049,0.1758514,0.09971949,0.004959346,0.00201106,0.02941202,0.0006179848,0.001985443,0.05645822,0.6280279,0.0001932271],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0705573,0.7727919,0.001489089,0.1050567,0.00596897,0.0001035958,0.00147307,0.00004418099,0.04251527],"genre_scores_gemma":[0.3550858,0.6151029,0.001742233,0.02067678,0.002909863,0.0000896188,0.0004572706,0.0000623075,0.003873277],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009724172,"threshold_uncertainty_score":0.02745652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005877355593611413,"score_gpt":0.2023864854450957,"score_spread":0.1965091298514842,"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."}}