{"id":"W3187878935","doi":"10.1016/j.forpol.2021.102566","title":"Forests, trees and poverty alleviation: Policy implications of current knowledge","year":2021,"lang":"en","type":"article","venue":"Forest Policy and Economics","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Poverty; Sustainability; Corporate governance; Context (archaeology); Environmental resource management; Business; Sustainable development; Community forestry; Economic growth; Environmental planning; Forest management; Political science; Economics; Geography; Forestry; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000629143,0.00008065346,0.0001038864,0.00005949885,0.0001573007,0.00003039944,0.00008408932,0.00003348809,0.00007415123],"category_scores_gemma":[0.00003524749,0.00008052335,0.00003466623,0.0001244317,0.0001346966,0.0001024095,0.00034178,0.00003376461,0.00002371798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009391934,"about_ca_system_score_gemma":0.00004715248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007882869,"about_ca_topic_score_gemma":0.01014518,"domain_scores_codex":[0.9994898,0.00001418688,0.0001508409,0.000185532,0.00002577139,0.0001338603],"domain_scores_gemma":[0.9996389,0.00003437359,0.00006973557,0.0001656269,0.000009067979,0.00008229372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000400589,0.00005641695,0.950302,0.00002133858,0.00001382638,1.164783e-7,0.00059202,0.0002638586,0.00001113732,0.02847386,0.001367875,0.01889355],"study_design_scores_gemma":[0.0001869685,0.00001288574,0.7851627,0.000004216409,0.00001059902,0.000002686809,0.00005852902,0.0005462548,0.00001710087,0.007364886,0.2065634,0.00006974274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802887,0.0003222934,0.00008188041,0.004982947,0.00003448687,0.00009633224,0.00005548497,0.000009683376,0.01412814],"genre_scores_gemma":[0.9962028,0.001972419,0.00008999423,0.0004131507,0.0001254786,0.000005540781,0.00003374918,0.000004788184,0.001152101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2051955,"threshold_uncertainty_score":0.566125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02406401736747611,"score_gpt":0.250828729508453,"score_spread":0.2267647121409769,"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."}}