{"id":"W1987511237","doi":"10.5558/tfc76419-3","title":"The issue of scale in the aggregation of data on indicators of Sustainable Forest Management from subnational to national levels","year":2000,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Forest Service; U.S. Forest Service","keywords":"Scale (ratio); National forest; Sustainable forest management; Environmental resource management; Forest management; Environmental planning; Environmental science; Geography; Forestry; Cartography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.1877381,0.0008582612,0.002430876,0.004969649,0.004984468,0.01295115,0.004736178,0.005083337,0.00266899],"category_scores_gemma":[0.5153812,0.001683665,0.002501738,0.01572735,0.01274403,0.02046322,0.01146932,0.008194798,0.001009597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003413694,"about_ca_system_score_gemma":0.004879449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01596079,"about_ca_topic_score_gemma":0.02012049,"domain_scores_codex":[0.8046631,0.1414528,0.01552186,0.01311815,0.02211242,0.003131758],"domain_scores_gemma":[0.4253993,0.4306341,0.03451407,0.07895,0.02750529,0.002997255],"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":[0.0005892873,0.0001765211,0.11525,0.00144645,0.001609941,0.000343697,0.01468909,0.007981853,0.00145534,0.6427959,0.06188224,0.1517797],"study_design_scores_gemma":[0.0003170583,0.000382581,0.1455565,0.003766847,0.0007017463,0.001199124,0.01672701,0.02152953,0.002757914,0.6488419,0.1578746,0.0003451002],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1661661,0.02702249,0.4265331,0.2401972,0.01310573,0.001366814,0.008456448,0.001008185,0.1161439],"genre_scores_gemma":[0.7954783,0.004532569,0.1595026,0.02171584,0.007524522,0.001804203,0.002306727,0.0006739945,0.006461267],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1877381,"threshold_uncertainty_score":0.9928658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01527207662184188,"score_gpt":0.2693130452501126,"score_spread":0.2540409686282707,"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."}}