{"id":"W2763140023","doi":"10.1002/eap.1636","title":"Fuel‐reduction management alters plant composition, carbon and nitrogen pools, and soil thaw in Alaskan boreal forest","year":2017,"lang":"en","type":"article","venue":"Ecological Applications","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"University of Florida; U.S. Department of Agriculture; U.S. Department of Defense; U.S. Forest Service; National Science Foundation","keywords":"Thinning; Understory; Environmental science; Taiga; Deciduous; Boreal; Black spruce; Agronomy; Vascular plant; Biomass (ecology); Soil carbon; Forestry; Bulk density; Nitrogen; Forest management; Ecology; Soil water; Agroforestry; Biology; Chemistry; Soil science; Geography; Canopy; Species richness","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002514305,0.0001935956,0.0001459907,0.0002458181,0.0003390976,0.0003272594,0.0001140996,0.0001461591,0.0004520644],"category_scores_gemma":[0.0002424921,0.0001159101,0.0001129621,0.0001546592,0.0002103688,0.0001988918,0.000207853,0.0001278862,0.00004910867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003950913,"about_ca_system_score_gemma":0.0001935617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01927199,"about_ca_topic_score_gemma":0.07250681,"domain_scores_codex":[0.9999236,0.00001484358,0.000007378779,0.00001981629,0.00001922764,0.00001519438],"domain_scores_gemma":[0.9997863,0.00002561475,0.0000807018,0.00001067482,0.00003122708,0.00006549858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002816913,0.0001340438,0.9615708,0.00002240372,0.00006902814,0.0001315264,0.000318899,0.0005235081,0.03292054,0.0000246746,0.00006995388,0.003932969],"study_design_scores_gemma":[7.318217e-7,0.00004599578,0.9993427,0.000001348712,0.000004448905,0.00002035241,0.0001309104,0.0001271316,0.0002697528,0.000006864238,0.00004872878,9.542933e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998662,0.00002419694,0.00001365758,0.000001784636,4.787368e-7,7.802828e-7,0.0000194021,0.000001011956,0.00007246753],"genre_scores_gemma":[0.9997696,0.00002770594,0.00004745104,0.000006532266,6.386654e-7,0.000001657087,0.00006036075,5.124074e-7,0.00008555405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01927199,"threshold_uncertainty_score":0.03831965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007308775432605201,"score_gpt":0.2122154924925986,"score_spread":0.2049067170599934,"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."}}