{"id":"W1975145189","doi":"10.1890/12-0425.1","title":"Potential changes in forest composition could reduce impacts of climate change on boreal wildfires","year":2012,"lang":"en","type":"article","venue":"Ecological Applications","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; Université du Québec à Montréal; Natural Sciences and Engineering Research Council of Canada; Université de Montréal; Ministère des Ressources naturelles et des Forêts (Québec); Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"","keywords":"Taiga; Boreal; Climate change; Ecology; Environmental science; Boreal ecosystem; Geography; 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":[0.001505091,0.0004581718,0.0003713127,0.0001929895,0.0004051646,0.0005251489,0.0004672465,0.0003535716,0.001713648],"category_scores_gemma":[0.002372365,0.0001243345,0.0005789713,0.0001999406,0.0001888344,0.0005857526,0.0003582071,0.0002950249,0.0001777128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003638207,"about_ca_system_score_gemma":0.0005688687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009182473,"about_ca_topic_score_gemma":0.02860683,"domain_scores_codex":[0.9996585,0.000167222,0.00002561949,0.00005093383,0.00003081236,0.00006686556],"domain_scores_gemma":[0.9990097,0.0004055962,0.0001826838,0.0001006993,0.0001206244,0.0001806349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002879815,0.002553083,0.558189,0.000434834,0.000469629,0.0003472785,0.0004597614,0.2810406,0.02960915,0.00350607,0.001211524,0.1192993],"study_design_scores_gemma":[0.0002929065,0.004279143,0.8482419,0.00005480594,0.0003277793,0.0001434586,0.0007590838,0.1335901,0.004808479,0.002945398,0.004482107,0.00007499712],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967055,0.00008102523,0.001026811,0.00007876043,0.00001047087,0.00002529912,0.0001364151,0.0000416312,0.001894205],"genre_scores_gemma":[0.9979418,0.00005241709,0.001639474,0.0000351588,0.000004360729,0.00002303139,0.0001213658,0.000006221926,0.0001761573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009182473,"threshold_uncertainty_score":0.01825809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01558776732280955,"score_gpt":0.2625496738420452,"score_spread":0.2469619065192356,"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."}}