{"id":"W2315939812","doi":"10.5558/tfc2011-070","title":"The efficacy of forest certification: Perceptions of Canadian forest products retailers","year":2011,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of British Columbia","funders":"","keywords":"Certified wood; Certification; Business; Purchasing; Sustainable forest management; Forest product; Forest management; Stewardship (theology); Marketing; Standardization; Price premium; Forestry; Willingness to pay; Geography; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004476942,0.0001296448,0.0001462588,0.0001050385,0.0005554166,0.00006394317,0.000588586,0.00006448578,0.00007285205],"category_scores_gemma":[0.0004272387,0.00008204495,0.0001099279,0.0008472715,0.0006315279,0.0003408274,0.0000702509,0.0001282891,0.00003427673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001157581,"about_ca_system_score_gemma":0.0002739583,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1778147,"about_ca_topic_score_gemma":0.1864712,"domain_scores_codex":[0.9989003,0.0000234647,0.0003091156,0.0001695273,0.0001953513,0.000402256],"domain_scores_gemma":[0.9987766,0.00005777843,0.0002075717,0.000625501,0.0003009699,0.0000316357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001422949,0.0002894355,0.7879674,0.0003133537,0.0001048656,0.00000268125,0.004661317,0.0006322567,0.0001209914,0.195551,0.008043973,0.002170413],"study_design_scores_gemma":[0.0002685617,0.00002554781,0.976098,0.00001958705,0.00007232565,8.118271e-7,0.006254899,0.0002364786,0.00006219527,0.01036215,0.006492623,0.0001068387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801006,0.0001509539,0.000005300566,0.002506859,0.0001938581,0.0005092939,0.000008976125,0.00003124301,0.01649288],"genre_scores_gemma":[0.9992872,0.00002411608,0.00001509097,0.00008928867,0.0003712767,0.00001431068,0.00001587139,0.00001704737,0.0001657328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1881305,"threshold_uncertainty_score":0.8283736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04434683894673046,"score_gpt":0.2503489298445405,"score_spread":0.2060020908978101,"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."}}