{"id":"W2807433969","doi":"10.5751/es-10062-230230","title":"Deforestation and local sustainable development in Brazilian Legal Amazonia: an exploratory analysis","year":2018,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministério da Educação; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Amazon rainforest; Deforestation (computer science); Geography; Sustainable development; Exploratory analysis; Political science; Environmental resource management; Agroforestry; Environmental planning; Ecology; Economics; Environmental science; Law","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":[0.004987414,0.0003670417,0.0006220191,0.002934335,0.0009813467,0.001551625,0.0005967251,0.0004608778,0.001494324],"category_scores_gemma":[0.01466747,0.0003364681,0.00116736,0.00461954,0.001453713,0.001092101,0.002383206,0.0007009672,0.00007899215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001367811,"about_ca_system_score_gemma":0.001922646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03030319,"about_ca_topic_score_gemma":0.04309321,"domain_scores_codex":[0.9961063,0.002380864,0.0002925558,0.0002858881,0.0005754739,0.0003588789],"domain_scores_gemma":[0.9823142,0.01376709,0.002044763,0.0005320861,0.0008821001,0.0004597022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001488051,0.0001750463,0.9229157,0.0006680377,0.0006145601,0.0007368355,0.04798722,0.0006699105,0.0005068533,0.003504792,0.000799091,0.02127312],"study_design_scores_gemma":[0.00001483171,0.0003240878,0.9031068,0.0004494387,0.0003053618,0.0005225691,0.08734073,0.003056757,0.0002451352,0.001527824,0.003067318,0.00003913155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962276,0.0008539558,0.0004405944,0.000304191,0.000004954213,0.0001094975,0.0005707412,0.000006375609,0.001482009],"genre_scores_gemma":[0.9986818,0.0002436265,0.0005551473,0.00002396582,0.000004094305,0.000139355,0.0002350299,0.000004066769,0.000112947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03030319,"threshold_uncertainty_score":0.06025362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006099125454902774,"score_gpt":0.201021033212404,"score_spread":0.1949219077575012,"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."}}