{"id":"W2908086122","doi":"10.1016/j.biocon.2018.11.022","title":"Value-oriented criteria, indicators and targets for conservation and production: A multi-party approach to forest management planning","year":2018,"lang":"en","type":"article","venue":"Biological Conservation","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Indigenous; Sustainable forest management; Environmental resource management; Forest management; Environmental planning; Sustainable management; Business; Sustainable development; Land use; Sustainability; Land-use planning; Geography; Ecology; Forestry; Environmental science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01588028,0.0012099,0.001635464,0.008369884,0.002666944,0.008891145,0.002349988,0.002420574,0.003614514],"category_scores_gemma":[0.02040926,0.001022724,0.001353927,0.007934792,0.004736792,0.007232185,0.004502723,0.003065549,0.0002965095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005631128,"about_ca_system_score_gemma":0.006030915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005601312,"about_ca_topic_score_gemma":0.01179664,"domain_scores_codex":[0.9860454,0.009267809,0.0005532616,0.0005605146,0.003014898,0.0005580522],"domain_scores_gemma":[0.9922016,0.004881563,0.0007789895,0.0004849303,0.001180559,0.000472381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009848212,0.0002378838,0.003620634,0.0003328131,0.0002107104,0.0002976003,0.001278404,0.154622,0.00103534,0.7160356,0.004623088,0.1176074],"study_design_scores_gemma":[0.0000159432,0.00007767389,0.002038925,0.0002131194,0.00005813607,0.00008409531,0.001030281,0.105438,0.0004119578,0.8819875,0.008586589,0.00005786018],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02463527,0.001500014,0.9211359,0.005334983,0.0001610092,0.0005316246,0.0002714408,0.0001018581,0.04632786],"genre_scores_gemma":[0.6380677,0.001308955,0.3534516,0.0003499302,0.0001927692,0.000843344,0.0002115001,0.00008948868,0.005484761],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01588028,"threshold_uncertainty_score":0.08398396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05161734864685886,"score_gpt":0.2642102603397325,"score_spread":0.2125929116928736,"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."}}