{"id":"W3124651789","doi":"","title":"Breaking the Rings of Forest Corruption: Steps Towards Better Forest Governance","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Government (linguistics); Corporate governance; Business; Language change; Forest management; Civil society; Politics; Logging; Commons; Certified wood; Public administration; Environmental resource management; Finance; Political science; Economics; Forestry; Geography","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":[0.02485775,0.001096043,0.001690229,0.002489587,0.007618895,0.01747032,0.004237873,0.01329623,0.01046439],"category_scores_gemma":[0.03421244,0.000814601,0.001276376,0.002517528,0.01668449,0.01932327,0.01065637,0.01672006,0.002854427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006208934,"about_ca_system_score_gemma":0.04850784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01537617,"about_ca_topic_score_gemma":0.01650946,"domain_scores_codex":[0.9829597,0.007374071,0.0006974519,0.001423352,0.002722826,0.004822548],"domain_scores_gemma":[0.9529153,0.01313334,0.005700707,0.004740506,0.009449217,0.0140611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001533471,0.001347543,0.01711777,0.002047054,0.0002084491,0.00067948,0.01396744,0.006855482,0.002119546,0.50314,0.1928861,0.2594778],"study_design_scores_gemma":[0.00024835,0.0005696597,0.02813086,0.005718975,0.0001487657,0.0002589381,0.02144064,0.003372199,0.001574781,0.5240178,0.4142753,0.0002437168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01621234,0.01750836,0.03193621,0.8952811,0.002556034,0.0005534714,0.0001092701,0.0006515472,0.03519166],"genre_scores_gemma":[0.6236777,0.02092085,0.115118,0.2065829,0.003500283,0.001424354,0.0004428084,0.0002725757,0.02806063],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02485775,"threshold_uncertainty_score":0.131462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143357251710072,"score_gpt":0.2363930908047207,"score_spread":0.2220573656337135,"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."}}