{"id":"W2887530126","doi":"10.1016/j.scitotenv.2018.07.406","title":"Recent trends of forest cover change and ecosystem services in eastern upland region of Bangladesh","year":2018,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Charles Darwin University; Department for International Development; Department for International Development, UK Government; United States Agency for International Development","keywords":"Livelihood; Ecosystem services; Geography; Agriculture; Forest cover; Participatory rural appraisal; Logging; Satellite imagery; Ecosystem; Agroforestry; Forest ecology; Forestry; Environmental science; Ecology; Remote sensing","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":[0.0002231762,0.0001371902,0.0001442967,0.0007943874,0.0003039385,0.0005566637,0.0002824444,0.0002984987,0.001922583],"category_scores_gemma":[0.0006723868,0.00009835605,0.000151815,0.002615167,0.0003753651,0.0005013943,0.0003975495,0.0003538732,0.0002713809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001165539,"about_ca_system_score_gemma":0.0007746514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07763777,"about_ca_topic_score_gemma":0.18172,"domain_scores_codex":[0.9998291,0.00001647591,0.00003312143,0.00003482317,0.00003145855,0.00005496723],"domain_scores_gemma":[0.9993376,0.00006664651,0.0002783753,0.00001579373,0.000185784,0.0001156882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007539162,0.00001681701,0.9888952,0.0001203514,0.0000534098,0.0003445639,0.00158543,0.0001567711,0.0008463514,0.0002800775,0.0007113229,0.00691436],"study_design_scores_gemma":[0.000001345404,0.00001472309,0.9959695,0.00001327434,0.0000133034,0.0001919393,0.002151869,0.00007867473,0.00005822577,0.00003104708,0.001470948,0.000005188716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936598,0.001058651,0.00005539163,0.0005950432,0.00001110305,0.000007408808,0.00232502,0.000004545339,0.002282957],"genre_scores_gemma":[0.9980423,0.0006826494,0.00004061621,0.00004676878,0.000005919227,0.000004484468,0.0006180721,6.624211e-7,0.0005585009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07763777,"threshold_uncertainty_score":0.1543717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02082760639121902,"score_gpt":0.1913445157485721,"score_spread":0.1705169093573531,"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."}}