{"id":"W2126073678","doi":"10.1016/j.forpol.2009.07.008","title":"Why Brazilian companies are certifying their forests?","year":2009,"lang":"en","type":"article","venue":"Forest Policy and Economics","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":85,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Certification; Business; Certified wood; Stewardship (theology); Certificate; Incentive; Marketing; Shareholder; Forest management; Accounting; Forestry; Corporate governance; Finance; Economics; Management","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":[0.006591998,0.0001970209,0.0002260623,0.001213591,0.004017816,0.005663841,0.0009729883,0.003962976,0.00704221],"category_scores_gemma":[0.04391547,0.0002317547,0.0003493588,0.001718217,0.004145427,0.003173434,0.001347383,0.003200181,0.0008162428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005400227,"about_ca_system_score_gemma":0.009423466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1054461,"about_ca_topic_score_gemma":0.1596562,"domain_scores_codex":[0.9948455,0.0009965588,0.0002173004,0.0005272764,0.001834741,0.001578638],"domain_scores_gemma":[0.9708245,0.007748883,0.004467402,0.002511329,0.01155814,0.002889736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001261109,0.000220423,0.1833436,0.0005172376,0.0001012637,0.001595398,0.01946038,0.0007453699,0.003156936,0.4344031,0.1644216,0.1919085],"study_design_scores_gemma":[0.00003991985,0.00008997157,0.2282984,0.001486055,0.0001079479,0.001652395,0.03877781,0.001452814,0.002343661,0.07768826,0.6479397,0.0001231616],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.419555,0.007031375,0.002779729,0.2395944,0.00117759,0.00007464083,0.0003447725,0.0001192283,0.3293234],"genre_scores_gemma":[0.9723266,0.001765275,0.0004917621,0.01265124,0.000283031,0.00001552768,0.00009230857,0.00003474314,0.01233952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1054461,"threshold_uncertainty_score":0.2096648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03109336367904623,"score_gpt":0.2584192973519088,"score_spread":0.2273259336728625,"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."}}