{"id":"W3212917345","doi":"10.2139/ssrn.3960263","title":"Effectiveness of 20 Years of Conservation Investments in Protecting Orangutans","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; University of Ottawa; Impact","funders":"","keywords":"Business","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":[0.003610453,0.0004406233,0.000328993,0.0007017129,0.0007554596,0.001031444,0.00102687,0.001698073,0.004806604],"category_scores_gemma":[0.01126878,0.0001446078,0.000514151,0.0005091999,0.0006318357,0.001477824,0.001202551,0.000491492,0.0002304276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002841095,"about_ca_system_score_gemma":0.004187579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01836294,"about_ca_topic_score_gemma":0.04319916,"domain_scores_codex":[0.99843,0.0006347655,0.00008370467,0.0001702885,0.0001674739,0.0005138175],"domain_scores_gemma":[0.9896023,0.003909093,0.002747748,0.0004807272,0.0008664642,0.002393627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02434497,0.01381259,0.5814788,0.0007500168,0.001417609,0.001685999,0.002556766,0.05366623,0.006139478,0.01050378,0.004186712,0.299457],"study_design_scores_gemma":[0.0007040105,0.01541938,0.9350887,0.0005158947,0.001567053,0.0006557687,0.00556128,0.02345157,0.003645599,0.003978471,0.009313799,0.00009842287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940463,0.0004444897,0.0001225059,0.0005893906,0.00003785942,0.00002450828,0.0001286434,0.00001196872,0.004594295],"genre_scores_gemma":[0.9987912,0.0001279094,0.00007578868,0.00008372529,0.00001045691,0.00001063256,0.00005646033,0.000001210617,0.0008425994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01836294,"threshold_uncertainty_score":0.03651214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007248776199616939,"score_gpt":0.2039409892299203,"score_spread":0.1966922130303033,"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."}}