{"id":"W4406954742","doi":"10.1007/s44392-024-00004-x","title":"Putting the Community in Community Forestry Enterprises: Overcoming the Challenges of Collective Decision‑Making","year":2025,"lang":"en","type":"article","venue":"Journal of Forestry","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Chiropractic Association; University of British Columbia","funders":"","keywords":"Community forestry; Group decision-making; Forestry; Business; Environmental planning; Environmental resource management; Forest management; Political science; Geography; Economics","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":[0.04944167,0.0007585944,0.0013037,0.002503589,0.03252703,0.03342433,0.004573988,0.01624367,0.01488862],"category_scores_gemma":[0.05121709,0.0007898656,0.001047844,0.00171403,0.0509928,0.02702804,0.03404497,0.01409712,0.001434179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006738105,"about_ca_system_score_gemma":0.04025761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01011423,"about_ca_topic_score_gemma":0.02009288,"domain_scores_codex":[0.9700491,0.0195459,0.0005389088,0.002021655,0.003977058,0.003867386],"domain_scores_gemma":[0.9387233,0.03417518,0.00288343,0.003798185,0.005463397,0.01495645],"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":[0.0001375649,0.0006192549,0.006050474,0.0004152716,0.0001966371,0.0009033168,0.08947994,0.003055593,0.0009148456,0.7212273,0.04257201,0.1344279],"study_design_scores_gemma":[0.00006369883,0.0001149036,0.001496333,0.0005728744,0.00005074108,0.0001264989,0.08224193,0.002510662,0.0004345265,0.7993085,0.1129933,0.00008597256],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1812735,0.003610854,0.04905047,0.5368983,0.002369002,0.000288554,0.00004637343,0.0001868749,0.226276],"genre_scores_gemma":[0.9759043,0.0006542579,0.00692497,0.008222648,0.0003780528,0.0001451599,0.00002005057,0.0000589245,0.00769144],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04944167,"threshold_uncertainty_score":0.2614756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02470525616060666,"score_gpt":0.3018482854462773,"score_spread":0.2771430292856706,"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."}}