{"id":"W2170865764","doi":"10.1505/ifor.6.2.89.38394","title":"Regulatory approaches to monitoring sustainable forest management","year":2004,"lang":"en","type":"article","venue":"The International Forestry Review","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sustainable forest management; Forest management; Business; Environmental resource management; Forestry; Environmental planning; Geography; Environmental science","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":[0.03300709,0.001049771,0.0008461524,0.005880539,0.002197005,0.008110484,0.004265355,0.006192333,0.003831357],"category_scores_gemma":[0.02840973,0.0006639602,0.0007304351,0.004122768,0.01658645,0.005500696,0.003582047,0.004958649,0.0009123572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007705193,"about_ca_system_score_gemma":0.01508506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008918984,"about_ca_topic_score_gemma":0.008174074,"domain_scores_codex":[0.9663906,0.01672257,0.001765234,0.003307442,0.01070592,0.001108306],"domain_scores_gemma":[0.9761893,0.01280113,0.003714591,0.002033603,0.004897508,0.0003640296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008278735,0.00003825194,0.0007026838,0.0004686558,0.00001758827,0.0000546654,0.000646782,0.004249777,0.000338923,0.9438241,0.003498018,0.04615233],"study_design_scores_gemma":[0.00001960936,0.0001089105,0.001917938,0.001565785,0.0000330537,0.0001937792,0.001163324,0.00475831,0.001063284,0.7236682,0.2654434,0.00006451149],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01174352,0.0375261,0.3238897,0.06004111,0.001122125,0.001053481,0.0003253597,0.0003018184,0.5639967],"genre_scores_gemma":[0.674561,0.05616543,0.1992942,0.01595011,0.002495267,0.003535722,0.0003996056,0.0001278885,0.0474709],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03300709,"threshold_uncertainty_score":0.1745602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05634121419737825,"score_gpt":0.2666816386427592,"score_spread":0.2103404244453809,"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."}}