{"id":"W2555006618","doi":"10.5751/es-00639-0901r01","title":"Multiple Quests for the Best Criteria and Indicators of Sustainable Tropical Forest Management: Worthwhile Endeavors or a Smokescreen?","year":2004,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tropical forest; Sustainable forest management; Environmental resource management; Geography; Forest management; Environmental planning; Environmental science; Forestry; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.101053,0.002224387,0.00506155,0.008025576,0.008460838,0.0174289,0.004665926,0.01009291,0.00833352],"category_scores_gemma":[0.1704638,0.001412784,0.001503407,0.005700913,0.03919873,0.03939087,0.01641287,0.02087664,0.002097455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009709283,"about_ca_system_score_gemma":0.01098016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004983383,"about_ca_topic_score_gemma":0.01272322,"domain_scores_codex":[0.9420636,0.02867775,0.005030583,0.002897875,0.01919825,0.002131974],"domain_scores_gemma":[0.8469543,0.07598459,0.01726615,0.01024197,0.03556248,0.01399047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004122262,0.0002837721,0.008757222,0.001980491,0.0006272031,0.0006551145,0.007147232,0.003025569,0.001395849,0.4666859,0.1885945,0.320435],"study_design_scores_gemma":[0.0000595886,0.0001196234,0.00216676,0.001237808,0.00007433524,0.0002036175,0.009307937,0.001444609,0.0005380346,0.9119619,0.07267059,0.0002153628],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0128217,0.07235233,0.05241036,0.8266914,0.005643305,0.0001282858,0.0003123245,0.0002542996,0.02938601],"genre_scores_gemma":[0.6744006,0.04749973,0.1701299,0.08724887,0.008931488,0.0006007691,0.0004596291,0.000531922,0.01019711],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.101053,"threshold_uncertainty_score":0.5344258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009561952646779781,"score_gpt":0.2192770009383369,"score_spread":0.2097150482915571,"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."}}