{"id":"W2192783684","doi":"10.1016/j.envres.2015.10.010","title":"Deforestation scenarios for the Bolivian lowlands","year":2015,"lang":"en","type":"article","venue":"Environmental Research","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Roads University","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Deforestation (computer science); Geography; Environmental planning; Environmental resource management; Environmental protection; Environmental science; Computer science","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":[0.0006679705,0.0005338149,0.0004261031,0.0008522418,0.0006902787,0.001396965,0.0007761095,0.0007820551,0.002564732],"category_scores_gemma":[0.0007209813,0.0002359015,0.00079059,0.001093055,0.0005408665,0.0007046483,0.0009013927,0.0005246763,0.0001292917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005733758,"about_ca_system_score_gemma":0.001275652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1651434,"about_ca_topic_score_gemma":0.1877978,"domain_scores_codex":[0.999683,0.0001181438,0.00001505558,0.00002338073,0.00001778452,0.0001426814],"domain_scores_gemma":[0.9998097,0.00005258797,0.00003477092,0.00001708294,0.00003325011,0.00005266777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003114272,0.0003739824,0.1760008,0.0003388282,0.000705934,0.002044685,0.0007056075,0.7753054,0.004041674,0.01834734,0.004077849,0.01494354],"study_design_scores_gemma":[0.001519579,0.000876541,0.5100875,0.0003564105,0.0008517257,0.0005042228,0.005999744,0.4491202,0.002595772,0.01558978,0.01232625,0.0001723152],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99242,0.000244283,0.0002035606,0.000280885,0.00001061197,0.00002225759,0.001674903,0.00002303216,0.005120358],"genre_scores_gemma":[0.9980878,0.000158039,0.0002328577,0.00002311553,0.000002598947,0.00001752277,0.0007016994,0.000006214966,0.0007699953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1651434,"threshold_uncertainty_score":0.3283644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09067516174716173,"score_gpt":0.3072663073607577,"score_spread":0.2165911456135959,"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."}}