{"id":"W2092060813","doi":"10.5558/tfc77309-2","title":"The Canadian commercial forestry perspective on certification: National survey results","year":2001,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Forest Service; U.S. Forest Service","keywords":"Certified wood; Certification; Sustainability; Business; Forest management; Sustainable forest management; Forestry; Environmental resource management; Geography; Environmental science; Ecology; Economics; Management","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"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":[0.002014178,0.0001691478,0.0001657029,0.002732998,0.003384124,0.001858275,0.000425377,0.0003284684,0.00732211],"category_scores_gemma":[0.007085491,0.0001116741,0.0002037205,0.008639337,0.001101135,0.0008453928,0.001092425,0.0005710021,0.0003442467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03440195,"about_ca_system_score_gemma":0.0381656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9918796,"about_ca_topic_score_gemma":0.9961417,"domain_scores_codex":[0.9964207,0.0002487008,0.0000818691,0.0001957102,0.002234813,0.0008182169],"domain_scores_gemma":[0.9900466,0.0009078667,0.0006104879,0.0001563725,0.007538599,0.0007401141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006616427,0.00005194714,0.885462,0.0003215853,0.00002760563,0.0002931996,0.01715734,0.0005228858,0.000554467,0.009020778,0.02778743,0.05873452],"study_design_scores_gemma":[0.000002583042,0.00001664118,0.9471344,0.00009424147,0.00001376364,0.00007494663,0.02014713,0.0001934617,0.0001759157,0.000222321,0.03190845,0.00001615877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.820103,0.003273202,0.0002823535,0.005934161,0.00003846099,0.00006367682,0.00617058,0.00002071453,0.164114],"genre_scores_gemma":[0.9887327,0.002469082,0.0002021439,0.0004993801,0.000009302293,0.00001838341,0.002020388,0.000005736646,0.006042894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03440195,"threshold_uncertainty_score":0.2496048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06021641602560299,"score_gpt":0.3070322953745306,"score_spread":0.2468158793489276,"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."}}