{"id":"W2108423001","doi":"10.1016/j.foreco.2008.09.022","title":"Wildfire promotes broadleaves and species mixture in boreal forest","year":2008,"lang":"en","type":"article","venue":"Forest Ecology and Management","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":80,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Natural Resources and Forestry; Lakehead University","funders":"Networks of Centres of Excellence of Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Natural Resources Limited; Ministry of Natural Resources","keywords":"Abies balsamea; Taiga; Black spruce; Biology; Basal area; Botany; Seedling; Boreal; Jack pine; Ecology; Balsam; Pinus <genus>","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001588823,0.0001397154,0.0001690371,0.00005821598,0.0001473309,0.00001359019,0.0001088812,0.00008616122,0.00006199871],"category_scores_gemma":[0.00001441376,0.0001222677,0.00001784807,0.00009998513,0.0003210949,0.000139255,0.0002667522,0.00009127147,0.00006575834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005641754,"about_ca_system_score_gemma":0.000002350877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003859294,"about_ca_topic_score_gemma":0.02060018,"domain_scores_codex":[0.9990973,0.00004745516,0.0001502537,0.0003203305,0.00009708181,0.0002875203],"domain_scores_gemma":[0.9996953,0.00004691556,0.0000456134,0.0001467112,0.000001293255,0.00006418988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001714314,0.00006918392,0.9923759,0.00004982607,0.0000147822,0.0001991325,0.000311122,0.00002847619,0.00001117591,0.001240199,0.004053638,0.001629453],"study_design_scores_gemma":[0.0004711294,0.0001683873,0.9805915,0.00001552969,0.000009456024,0.00005524927,0.00005396278,0.0009260629,0.00001293598,0.0008739905,0.016691,0.0001307892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798049,0.00009820784,0.00001685085,0.0004660915,0.0001153836,0.0005923762,0.000002514592,0.00003022417,0.01887342],"genre_scores_gemma":[0.9964151,0.0004039746,0.0003288796,0.0001771763,0.00002653856,0.00008017972,0.000009118766,0.00001004058,0.002549019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02021426,"threshold_uncertainty_score":0.9972713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005112669642375293,"score_gpt":0.1817323998011817,"score_spread":0.1766197301588064,"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."}}