{"id":"W2341240676","doi":"","title":"The Mandatory Forest Certification Scheme as a Tool for Sustainable Forest Management in Russia","year":2001,"lang":"en","type":"article","venue":"IIASA PURE (International Institute of Applied Systems Analysis)","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certified wood; Certification; Sustainable forest management; Forest management; Business; Certificate; Forestry; Audit; Environmental resource management; Accounting; Stewardship (theology); Political science; Geography; Computer science; Law; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007402587,0.0001896266,0.0002503258,0.0003251776,0.0002261611,0.0001759258,0.0007271799,0.00007154967,0.0001814554],"category_scores_gemma":[0.0000267933,0.0001510044,0.0001768522,0.0008509519,0.0001654496,0.0003980563,0.0002194894,0.00008092989,0.00020722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003384102,"about_ca_system_score_gemma":0.00001622429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001763597,"about_ca_topic_score_gemma":0.003272886,"domain_scores_codex":[0.9980525,0.00001666887,0.0006114208,0.0003924521,0.0005629633,0.0003639307],"domain_scores_gemma":[0.9990836,0.00004376627,0.0003127437,0.000460395,0.0000441105,0.00005535988],"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":[0.0001962246,0.0001037408,0.03763698,0.00005122807,0.0006720155,0.00001889118,0.0000993727,0.211313,0.00004748417,0.7418163,0.007092443,0.0009523694],"study_design_scores_gemma":[0.0008524063,0.00002377447,0.04284155,0.00002036912,0.0002371721,0.000002344583,0.0003849342,0.08398774,0.000009742489,0.005431667,0.8659564,0.0002518712],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6241519,0.00007588504,0.005568485,0.0009547608,0.0004287539,0.002320569,0.00001219961,0.00005083137,0.3664366],"genre_scores_gemma":[0.9656281,0.0000972283,0.0003970928,0.00007012059,0.0001094826,0.0006245407,0.0001488284,0.00001425701,0.03291033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.858864,"threshold_uncertainty_score":0.6157783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0111340831480186,"score_gpt":0.251315245222466,"score_spread":0.2401811620744473,"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."}}