{"id":"W2119923454","doi":"10.5558/tfc76615-4","title":"Comparing the social values of forest-dependent, provincial and national publics for socially sustainable forest management","year":2000,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publics; Forest management; Clearcutting; Business; Value (mathematics); Government (linguistics); Sustainable forest management; Certified wood; Environmental resource management; Forest ecology; Local government; National forest; Geography; Forestry; Ecosystem; Political science; Public administration; Ecology; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0007004692,0.000149607,0.0001396461,0.00002769092,0.0009156918,0.0001144594,0.0005641799,0.00005398804,0.0005774595],"category_scores_gemma":[0.00002213728,0.0001006313,0.00008627465,0.0001883722,0.0005639416,0.0003014157,0.0003802145,0.0001068828,0.00006252843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002152872,"about_ca_system_score_gemma":0.00005476068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009666861,"about_ca_topic_score_gemma":0.001787954,"domain_scores_codex":[0.9985716,0.00004515853,0.0002373469,0.0002165343,0.0004522489,0.0004771192],"domain_scores_gemma":[0.9995616,0.00007442995,0.0001125187,0.0001883457,0.00002234385,0.00004074272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003180923,0.0002407095,0.1547718,0.0002585195,0.0001780597,0.000004261186,0.002988234,0.02967644,0.00001813248,0.7097971,0.09086701,0.01088168],"study_design_scores_gemma":[0.002729303,0.0002274452,0.6420552,0.00001639506,0.0001489515,0.000006524862,0.001053491,0.04053173,0.00004304227,0.2089265,0.1038433,0.0004181855],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9141437,0.00004142989,0.00007532018,0.001720145,0.00003774481,0.001012711,0.00001260385,0.00003606817,0.08292021],"genre_scores_gemma":[0.9757282,0.00002111258,0.0001262762,0.0002145279,0.0002538183,0.0001143622,0.00001518099,0.00001947293,0.02350705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5008706,"threshold_uncertainty_score":0.7042853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01612742358991024,"score_gpt":0.2588624916142158,"score_spread":0.2427350680243056,"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."}}