{"id":"W4304184096","doi":"10.3390/su141912826","title":"Shedding Light on the Brazilian Amazon Biotrade: A Study on Sustainable Development in Native Communities","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Sustenance; Amazon rainforest; Biodiversity; Sustainability; Geography; Sustainable development; Biodiversity hotspot; Amazonian; Business; Agroforestry; Environmental planning; Environmental resource management; Ecology; Economics; Biology","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":[0.001139032,0.0001366054,0.0002365881,0.0006600473,0.003405435,0.0013131,0.0002822918,0.0003927853,0.001047031],"category_scores_gemma":[0.00166477,0.0001371858,0.0001117188,0.0009752426,0.002360149,0.001404196,0.001943491,0.0005068236,0.00004595651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001460852,"about_ca_system_score_gemma":0.001698236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05411905,"about_ca_topic_score_gemma":0.226063,"domain_scores_codex":[0.999519,0.0002140973,0.0000150111,0.000052467,0.00006095339,0.0001383921],"domain_scores_gemma":[0.9990851,0.0003336447,0.0002121818,0.00004969838,0.00009879632,0.0002205412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003111297,0.0001735766,0.2159789,0.0001680633,0.000008379158,0.001328255,0.756754,0.00004083393,0.002038641,0.002938329,0.0003572398,0.02018266],"study_design_scores_gemma":[0.000003239497,0.00007842552,0.2444762,0.00008240838,0.000006385586,0.0004088607,0.7461953,0.00007772614,0.0001930811,0.0003686724,0.008101526,0.000008110232],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975995,0.0001704867,0.00004183119,0.0003074581,0.000002250057,0.000009955251,0.00001317155,3.694463e-7,0.001854895],"genre_scores_gemma":[0.9991387,0.0002716243,0.00007812097,0.00007084291,0.000002353049,0.000009285533,0.000009489701,6.374192e-7,0.0004188025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05411905,"threshold_uncertainty_score":0.1076081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01308941585055236,"score_gpt":0.2316061042662995,"score_spread":0.2185166884157471,"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."}}