{"id":"W6902270548","doi":"10.6084/m9.figshare.3049831.v1","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; Ecosystem management; Carbon fibers; 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":[0.01960006,0.002618688,0.009562326,0.007615914,0.0006624471,0.002794076,0.001549779,0.001829478,0.002446596],"category_scores_gemma":[0.03528793,0.001207088,0.03880402,0.007103975,0.000712058,0.00138952,0.001356118,0.001534851,0.0002938226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002085608,"about_ca_system_score_gemma":0.00257394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008618089,"about_ca_topic_score_gemma":0.01485667,"domain_scores_codex":[0.9877627,0.007306237,0.002272291,0.00153088,0.0008070794,0.000320843],"domain_scores_gemma":[0.9769325,0.01788233,0.002310826,0.001437073,0.001129822,0.000307461],"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":[0.001366423,0.00002224505,0.00898835,0.05481037,0.9266352,0.0001449086,0.0000555133,0.0007010379,0.0005078519,0.0001669248,0.0004804219,0.006120731],"study_design_scores_gemma":[0.0002851662,0.0001445443,0.005234243,0.002974602,0.9897476,0.00006790502,0.00002529418,0.0002265057,0.0002093038,0.0002212244,0.0008502995,0.00001321261],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04178759,0.9486265,0.004574152,0.0006378419,0.0005191274,0.0003966566,0.002523792,0.0001488626,0.0007854303],"genre_scores_gemma":[0.7572315,0.2276144,0.009695395,0.001095395,0.0002997291,0.00125032,0.002087319,0.00009280811,0.0006330928],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01960006,"threshold_uncertainty_score":0.1036563,"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."}}