{"id":"W4400498378","doi":"10.1093/forestry/cpae036","title":"Close-to-nature management of tropical timber plantations is economically viable and provides biodiversity benefits","year":2024,"lang":"en","type":"article","venue":"Forestry An International Journal of Forest Research","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Deutsche Bundesstiftung Umwelt","keywords":"Biodiversity; Agroforestry; Tropical forest; Natural resource economics; Environmental science; Geography; Ecology; Biology; Economics","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":[0.0003851395,0.0002988526,0.0002344808,0.0002317279,0.0003438165,0.000605922,0.0005343752,0.0002662694,0.001839966],"category_scores_gemma":[0.000529256,0.0001274214,0.0003890455,0.0002295719,0.0003171461,0.0006652492,0.0003761112,0.0002556523,0.00007593755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000957553,"about_ca_system_score_gemma":0.0007893596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01221057,"about_ca_topic_score_gemma":0.03498035,"domain_scores_codex":[0.9998688,0.00003758949,0.000004687816,0.00002848918,0.00001968447,0.00004079292],"domain_scores_gemma":[0.9996734,0.00008075104,0.0001045176,0.0000252385,0.0000332354,0.00008293069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001550512,0.0002093923,0.02338563,0.00005987848,0.00005455795,0.0001906633,0.00003168491,0.9560694,0.006077826,0.002137976,0.0002144075,0.01141364],"study_design_scores_gemma":[0.0000309887,0.0003605782,0.0278569,0.00002311135,0.00003893992,0.00008247418,0.0001793041,0.9668528,0.001732982,0.001832186,0.0009913977,0.00001839062],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914454,0.00006580683,0.004927057,0.00004269638,0.000007645401,0.00002323205,0.00005500706,0.00001811375,0.003414957],"genre_scores_gemma":[0.9985677,0.00002184568,0.001212197,0.000005321324,9.629597e-7,0.00000539961,0.00001619088,0.000002478443,0.0001680151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01221057,"threshold_uncertainty_score":0.024279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03035591976437351,"score_gpt":0.3084027189251357,"score_spread":0.2780467991607622,"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."}}