{"id":"W2075335211","doi":"10.3390/f5092163","title":"Legal Harvesting, Sustainable Sourcing and Cascaded Use of Wood for Bioenergy: Their Coverage through Existing Certification Frameworks for Sustainable Forest Management","year":2014,"lang":"en","type":"article","venue":"Forests","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science Foundation Ireland","keywords":"Certified wood; Business; Certification; Sustainable forest management; Legislation; Sustainability; Forest management; Environmental resource management; Environmental protection; Environmental planning; Forestry; Environmental science; Agroforestry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003185602,0.0002444405,0.000252188,0.0001739825,0.0002475723,0.0002504843,0.0001560474,0.0001693219,0.000003685118],"category_scores_gemma":[0.0002854677,0.0002402152,0.00008449717,0.0002492094,0.00006050044,0.0006435452,0.0001095989,0.00009748818,6.2414e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001039787,"about_ca_system_score_gemma":0.00001102321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001968615,"about_ca_topic_score_gemma":0.0004588549,"domain_scores_codex":[0.9985517,0.00002133257,0.0003832639,0.0003135009,0.0001323584,0.0005978753],"domain_scores_gemma":[0.9990489,0.0002031185,0.0001340714,0.0003317899,0.0002087586,0.00007339703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006202279,0.00004649653,0.002582723,0.003331298,0.0001053522,0.000004560324,0.0003862969,0.1636428,0.00006489447,0.8209574,0.004642839,0.00417334],"study_design_scores_gemma":[0.00141111,0.0001861881,0.00597765,0.0001853432,0.00009663335,0.000003142341,0.001546083,0.4388811,0.002419945,0.02742872,0.5214165,0.0004475543],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1565531,0.0001157899,0.8382995,0.00008361585,0.000115806,0.001528607,0.00001244039,0.0002412495,0.00304986],"genre_scores_gemma":[0.9803381,0.00002758534,0.0116842,0.00007402484,0.00007922629,0.0004060837,0.0001313234,0.00007789236,0.007181557],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8266153,"threshold_uncertainty_score":0.979569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02297985628403269,"score_gpt":0.2394594372647932,"score_spread":0.2164795809807605,"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."}}