{"id":"W2051309809","doi":"10.1016/s0301-4797(03)00118-x","title":"The institutional design of forest certification standards initiatives and its influence on the role of science: the case of forest genetic resources","year":2003,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Certified wood; Certification; Forest management; Stewardship (theology); Sustainable forest management; Business; Environmental resource management; Stakeholder; Rationalization (economics); Sustainable development; Environmental planning; Forestry; Political science; Public relations; Economics; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.02801044,0.0002075919,0.0002963931,0.002497835,0.01306253,0.01500332,0.002015387,0.005635671,0.007651918],"category_scores_gemma":[0.04361617,0.0004308032,0.0004581971,0.001886431,0.02933008,0.007688303,0.005750884,0.003760752,0.0003041206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01642835,"about_ca_system_score_gemma":0.02841231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02836662,"about_ca_topic_score_gemma":0.04991485,"domain_scores_codex":[0.9810531,0.01123078,0.0005740778,0.001029466,0.001793648,0.004318851],"domain_scores_gemma":[0.9439413,0.03922059,0.004672306,0.003140374,0.004607185,0.004418254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000554517,0.000152511,0.008646158,0.00003383342,0.0000199711,0.0003840454,0.008895804,0.002006917,0.0004522758,0.9688795,0.001526081,0.008947476],"study_design_scores_gemma":[0.0002828135,0.0002396793,0.02908671,0.0002994488,0.0001083902,0.0003447552,0.06327572,0.006040355,0.002553735,0.8127489,0.08488095,0.0001385399],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5496206,0.0005563383,0.01757608,0.03279895,0.0001042128,0.0002678926,0.00007248406,0.00007110563,0.3989323],"genre_scores_gemma":[0.9971342,0.00005102882,0.0006575395,0.0003782197,0.0000103053,0.00002905408,0.000006504096,0.000009405901,0.001723655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9869375,"threshold_uncertainty_score":0.1481351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0158987632861172,"score_gpt":0.2416270273548415,"score_spread":0.2257282640687243,"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."}}