{"id":"W2160603568","doi":"10.1093/forestry/cpi057","title":"The role of vegetation management for enhancing productivity of the world's forests","year":2005,"lang":"en","type":"article","venue":"Forestry An International Journal of Forest Research","topic":"Forest ecology and management","field":"Environmental Science","cited_by":310,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Forest Service; University of Pittsburgh","keywords":"Vegetation (pathology); Pinus radiata; Productivity; Forest management; Geography; Agroforestry; Forestry; Yield (engineering); Eucalyptus; Environmental science; Ecology; Biology","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":[0.0007866698,0.0002606743,0.0001723062,0.0005657187,0.0005559882,0.001157527,0.0003677979,0.0002711983,0.001668209],"category_scores_gemma":[0.000788551,0.00005521434,0.0001161911,0.001011225,0.0008197259,0.0007766348,0.0005652824,0.0004208716,0.0002665394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008520068,"about_ca_system_score_gemma":0.001334279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008598987,"about_ca_topic_score_gemma":0.01580942,"domain_scores_codex":[0.9997442,0.00008520053,0.0000116166,0.00003682471,0.00006868375,0.00005347994],"domain_scores_gemma":[0.9995344,0.00009930314,0.0001672395,0.00002546321,0.00008305132,0.00009057085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00009446345,0.000124166,0.03566042,0.002241207,0.00007757083,0.0003132121,0.0008590703,0.001379919,0.01111319,0.00900432,0.005104,0.9340284],"study_design_scores_gemma":[0.00003412232,0.0008733894,0.5568817,0.003490892,0.0002435098,0.001597356,0.003367017,0.001613036,0.005733028,0.02670546,0.3993987,0.00006174655],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2974063,0.5941285,0.005362571,0.01784202,0.0004845955,0.00007808941,0.000461856,0.0001099938,0.08412609],"genre_scores_gemma":[0.8495536,0.1417839,0.004882816,0.0009711318,0.000358212,0.00001834135,0.00009098268,0.00001607581,0.002324915],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008598987,"threshold_uncertainty_score":0.01709789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01664503742520191,"score_gpt":0.3293074156561164,"score_spread":0.3126623782309145,"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."}}