{"id":"W4311714651","doi":"10.3389/fclim.2022.1047832","title":"Bacurú Drõa: Indigenous forest custody as an effective climate change mitigation option. A case study from Darién, Panama","year":2022,"lang":"en","type":"article","venue":"Frontiers in Climate","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université du Québec en Abitibi-Témiscamingue; McGill University","funders":"Smithsonian Tropical Research Institute; Technische Universität Dresden; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Indigenous; Geography; Panama; Climate change; Context (archaeology); Vegetation (pathology); Land use; Disturbance (geology); Agroforestry; Forestry; Environmental resource management; Ecology; Environmental science; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005387531,0.0003070187,0.0001485128,0.000460298,0.002772746,0.001145796,0.0006267014,0.0007958747,0.002915141],"category_scores_gemma":[0.001028609,0.0001214889,0.0001322721,0.0006258398,0.001138408,0.0008613031,0.001132766,0.0006243786,0.00008691869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001244943,"about_ca_system_score_gemma":0.0006157678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02592032,"about_ca_topic_score_gemma":0.1088101,"domain_scores_codex":[0.9996936,0.0001749981,0.000006058537,0.00002694261,0.00002438112,0.0000739928],"domain_scores_gemma":[0.999712,0.00008183467,0.00005681007,0.00001743838,0.00002041433,0.0001114032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008357491,0.00304571,0.5157396,0.0006422382,0.0002311178,0.1266312,0.09189475,0.006716271,0.01520089,0.0290769,0.007647219,0.2023384],"study_design_scores_gemma":[0.00008960733,0.001384201,0.5679988,0.000231679,0.0001350846,0.01458963,0.3173738,0.01043268,0.002931063,0.007282434,0.07748258,0.00006848948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921903,0.000256505,0.0003108501,0.0005133304,0.000008452594,0.00003817661,0.00003322577,0.000005746111,0.006643397],"genre_scores_gemma":[0.9977379,0.0001707679,0.0006425184,0.00007452882,0.0000055838,0.00001893622,0.00002222923,0.000002837651,0.001324802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02592032,"threshold_uncertainty_score":0.05153894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01321466242416506,"score_gpt":0.2361517807076171,"score_spread":0.2229371182834521,"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."}}