{"id":"W2766316242","doi":"10.1038/nature24295","title":"Reductions in global biodiversity loss predicted from conservation spending","year":2017,"lang":"en","type":"article","venue":"Nature","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":370,"is_retracted":false,"has_abstract":false,"ca_institutions":"Yukon University; Yukon Department of Environment; Simon Fraser University","funders":"Medical Research Council; Natural Environment Research Council; Sight Research UK","keywords":"Convention on Biological Diversity; Biodiversity; Sustainable development; Natural resource economics; Business; Biodiversity conservation; Environmental resource management; Convention; Economics; Measurement of biodiversity; Environmental planning; Public economics; Geography; Ecology; Political science; 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":[0.0007473664,0.0003334142,0.0002097081,0.0006970802,0.0001229969,0.001072661,0.00029578,0.0007268882,0.004419857],"category_scores_gemma":[0.004560731,0.0001712941,0.0005232854,0.001338989,0.0005576363,0.001069734,0.0004941376,0.001327644,0.0006210293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001038321,"about_ca_system_score_gemma":0.0005567879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01054254,"about_ca_topic_score_gemma":0.01035766,"domain_scores_codex":[0.9996346,0.000116605,0.00001671102,0.00006915778,0.00007511002,0.00008789412],"domain_scores_gemma":[0.9980201,0.0009218009,0.0005830396,0.0001240758,0.0002060441,0.0001449553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00209316,0.0002907674,0.5698336,0.0002980718,0.0006031702,0.0006633736,0.0001344098,0.2977433,0.001178128,0.05550133,0.02410953,0.04755123],"study_design_scores_gemma":[0.0001446087,0.0004629452,0.7317499,0.0001547056,0.0004630348,0.0004067989,0.0006892399,0.1662786,0.001931628,0.0779946,0.01964602,0.00007797284],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560781,0.00176171,0.004665817,0.006419122,0.0003796215,0.0000113163,0.006789002,0.0001588651,0.02373639],"genre_scores_gemma":[0.9960009,0.0004178185,0.0002003728,0.0001243179,0.00006248918,0.000003572545,0.001527273,0.000009231556,0.001653891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01054254,"threshold_uncertainty_score":0.02096236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06610942169022485,"score_gpt":0.2353131824231201,"score_spread":0.1692037607328953,"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."}}