{"id":"W2085078373","doi":"10.3843/susdev.15.5:9","title":"Achieving sustainable rural development in Southern China: the contribution of bamboo forestry","year":2008,"lang":"en","type":"article","venue":"International Journal of Sustainable Development & World Ecology","topic":"Bamboo properties and applications","field":"Agricultural and Biological Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Bamboo; China; Business; Ecoforestry; Sustainable development; Forest management; Geography; Agroforestry; Poverty; Natural resource economics; Economic shortage; Forest ecology; Forestry; Environmental planning; Ecosystem; Economic growth; Intact forest landscape; Ecology; Economics; Environmental science","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":[0.0007313259,0.0001369252,0.0002464372,0.0001184161,0.0003461377,0.00003711053,0.00063913,0.00006489761,0.0002430316],"category_scores_gemma":[0.0001271934,0.0000577621,0.00007693276,0.0003629391,0.000111016,0.0002232253,0.0002359789,0.0002412022,0.000008811195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004583819,"about_ca_system_score_gemma":0.000321125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002656013,"about_ca_topic_score_gemma":0.000905043,"domain_scores_codex":[0.9982671,0.00006908673,0.0007753434,0.0001256743,0.0003360789,0.0004267003],"domain_scores_gemma":[0.9983793,0.0001449702,0.0004855115,0.00004340555,0.0008861264,0.00006063105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006579517,0.0009122374,0.9335002,0.00003772235,0.0003636692,0.0007653876,0.00845033,0.0008708063,0.005847898,0.02920519,0.001465273,0.01792335],"study_design_scores_gemma":[0.0004611419,0.00006846627,0.909062,0.00003856439,0.0000059965,0.0001149039,0.01538822,0.00001236285,0.001534127,0.0006948689,0.07248425,0.0001350434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944151,0.0001761732,0.00004158119,0.004483909,0.0001137761,0.000262007,0.000001318773,0.000008576733,0.0004975395],"genre_scores_gemma":[0.9934158,0.00004286596,0.0002833817,0.0001659723,0.0001233217,0.00003876601,0.00001874545,0.000001941856,0.005909164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07101899,"threshold_uncertainty_score":0.2662246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008751205041610883,"score_gpt":0.2065643151136547,"score_spread":0.1978131100720438,"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."}}