{"id":"W2061300829","doi":"10.1086/587527","title":"Do Fires in Savannas Consume Woody Biomass? A Comment on Approaches to Modeling Savanna Dynamics","year":2008,"lang":"en","type":"article","venue":"The American Naturalist","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kruger (Canada)","funders":"National Science Foundation","keywords":"Biomass (ecology); Ecosystem; Ecology; Woody plant; Disturbance (geology); Vegetation (pathology); Fire ecology; Fire regime; Agroforestry; Environmental science; Geography; Biology","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":[0.01072164,0.0008862207,0.001063234,0.0006864844,0.002665699,0.003253694,0.008362391,0.01369684,0.008207837],"category_scores_gemma":[0.04041303,0.0007007492,0.002175777,0.001674475,0.005112657,0.009186123,0.002273284,0.01363626,0.002949868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003209224,"about_ca_system_score_gemma":0.00312033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02065553,"about_ca_topic_score_gemma":0.01573469,"domain_scores_codex":[0.9960707,0.001743259,0.0003487028,0.0008197197,0.0008083325,0.0002091027],"domain_scores_gemma":[0.9616911,0.03104052,0.00168386,0.00174563,0.002762902,0.001075949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001697574,0.00006368003,0.004920654,0.0005322429,0.0001234749,0.0003296776,0.001437023,0.01555987,0.000378648,0.4670413,0.4947743,0.0146693],"study_design_scores_gemma":[0.0001370176,0.0001215128,0.003793482,0.0006215669,0.0001044037,0.000602816,0.001107156,0.04443368,0.0005088041,0.5630523,0.3853535,0.000163693],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003985608,0.00446951,0.01633527,0.955596,0.009385906,0.00002035679,0.0006252435,0.0001911772,0.009390964],"genre_scores_gemma":[0.203453,0.01182667,0.01880854,0.6857212,0.06186381,0.000371797,0.0005294253,0.0005719623,0.01685359],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02065553,"threshold_uncertainty_score":0.05670214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0689287459290979,"score_gpt":0.2628192767550959,"score_spread":0.193890530825998,"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."}}