{"id":"W2294121549","doi":"10.14288/1.0075328","title":"An examination of challenges and issues facing sustainable forest management and forest certification in China","year":2011,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certified wood; Sustainable forest management; Certification; China; Forest management; Business; Forest industry; Forestry; Environmental resource management; Sustainability; Environmental planning; Environmental protection; Geography; Environmental science; Political science; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003919226,0.0003119168,0.0002848781,0.001107544,0.004533832,0.002599025,0.0008896416,0.00110982,0.001618401],"category_scores_gemma":[0.003583434,0.0002628345,0.0003214433,0.002063911,0.001936518,0.00243542,0.00260053,0.0009473179,0.00009891286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006381623,"about_ca_system_score_gemma":0.0193979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09243228,"about_ca_topic_score_gemma":0.1230657,"domain_scores_codex":[0.9973979,0.0005869354,0.0001829111,0.0002327023,0.0008406003,0.0007589738],"domain_scores_gemma":[0.9965832,0.0007030515,0.0009596209,0.0001091025,0.000787032,0.0008580986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006989981,0.0001943689,0.7107715,0.0008516812,0.0000617444,0.005072773,0.1572493,0.001613223,0.004658589,0.0107955,0.003575831,0.1050856],"study_design_scores_gemma":[0.000009273788,0.0001520895,0.6682608,0.0002998529,0.00003302286,0.0006733198,0.2918274,0.002541675,0.0008599876,0.002415792,0.03282385,0.0001030724],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888633,0.0008923472,0.0001900904,0.004219431,0.00003114954,0.00003093848,0.0000243478,0.000005062895,0.00574334],"genre_scores_gemma":[0.9977629,0.0007414265,0.0001798388,0.0003264252,0.000008721912,0.00001185297,0.00002712682,0.000001710447,0.0009399811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09243228,"threshold_uncertainty_score":0.1837885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340166033151992,"score_gpt":0.179281626414666,"score_spread":0.1658799660831461,"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."}}