{"id":"W6920919493","doi":"10.6084/m9.figshare.3049831.v2","title":"A meta-analysis of management effects on forest carbon storage","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thinning; Ecosystem; Forest ecology; Forest management; Carbon fibers; Ecosystem management; Carbon cycle","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02022503,0.002619463,0.009614468,0.007753644,0.0006530969,0.002759229,0.001554506,0.001834263,0.002440446],"category_scores_gemma":[0.03699039,0.001201656,0.03834409,0.007129353,0.0007121063,0.001391502,0.001359086,0.001529662,0.0002942252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002096952,"about_ca_system_score_gemma":0.002611562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008680827,"about_ca_topic_score_gemma":0.01489658,"domain_scores_codex":[0.9872813,0.007633425,0.002364479,0.001544806,0.0008494158,0.0003266121],"domain_scores_gemma":[0.9756371,0.01902134,0.002410427,0.001455628,0.001167186,0.0003082342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001343549,0.00002144317,0.008889173,0.05777805,0.9236533,0.000146522,0.0000550223,0.0007184396,0.0004948103,0.0001715075,0.0004989513,0.006229203],"study_design_scores_gemma":[0.0002907215,0.0001447658,0.00524714,0.003216223,0.9894578,0.00006808327,0.0000253795,0.0002292855,0.0002102343,0.000221622,0.0008755361,0.0000131532],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03988675,0.9504538,0.004588849,0.0006516596,0.0005141451,0.0004162475,0.002552451,0.0001472543,0.0007888337],"genre_scores_gemma":[0.7479738,0.2366158,0.009818805,0.001114766,0.0003036655,0.001353862,0.00209362,0.00009189956,0.0006336711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02022503,"threshold_uncertainty_score":0.1069615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03143595226221601,"score_gpt":0.2285811264517504,"score_spread":0.1971451741895343,"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."}}