{"id":"W1982256256","doi":"10.1177/1070496511426480","title":"Institutional Perceptions of Opportunities and Challenges of REDD+ in the Congo Basin","year":2011,"lang":"en","type":"article","venue":"The Journal of Environment & Development","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Prince Edward Island","funders":"","keywords":"Reducing emissions from deforestation and forest degradation; Deforestation (computer science); Work (physics); Corporate governance; Climate change; Poverty; Democracy; Environmental degradation; Business; Environmental resource management; Political science; Environmental protection; Geography; Environmental planning; Economic growth; Ecology; Economics; Politics; Carbon stock","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001069024,0.00007493404,0.000114862,0.0000534933,0.0001122943,0.000002978488,0.000262536,0.00002230169,0.0006768309],"category_scores_gemma":[0.000007778153,0.00004358097,0.00002948607,0.0000392284,0.0004917157,0.00007697141,0.0001782155,0.00007223245,0.000007000066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007184744,"about_ca_system_score_gemma":0.000018285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007227097,"about_ca_topic_score_gemma":0.00003502631,"domain_scores_codex":[0.9990476,0.0001126307,0.0003270594,0.00006176596,0.0003643907,0.00008651111],"domain_scores_gemma":[0.9995761,0.00004621722,0.0002277172,0.0001150179,0.000005718407,0.00002920839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001984373,0.001071349,0.789052,0.00008050045,0.0001794055,0.0000259601,0.1590605,0.0008763986,0.001544889,0.00115218,0.0006404471,0.04611788],"study_design_scores_gemma":[0.0002235531,0.00008010397,0.961822,0.00002515292,0.00002905492,0.00001653249,0.01668369,0.000005667618,0.0001799794,0.0001254804,0.020758,0.00005078438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926575,0.0003653162,0.00009034981,0.002208184,0.00002489844,0.0001122685,0.000001701909,9.509888e-7,0.004538831],"genre_scores_gemma":[0.9898691,0.008940583,0.0009459595,0.0001371215,0.000006755729,0.000001697606,6.719105e-7,0.000002063857,0.0000960563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.17277,"threshold_uncertainty_score":0.7410824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08831139788350086,"score_gpt":0.195037666200833,"score_spread":0.1067262683173322,"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."}}