{"id":"W2748027326","doi":"10.1111/1477-8947.12129","title":"Canada's Model Forests 20 years on: <scp>t</scp>owards forest and community sustainability?","year":2017,"lang":"en","type":"article","venue":"Natural Resources Forum","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Waterloo; University of Winnipeg","funders":"Natural Resources Canada; Employment and Social Development Canada; Palo Alto Medical Foundation; Social Sciences and Humanities Research Council of Canada; Home Office","keywords":"Sustainability; Sustainable forest management; Forest management; Business; Order (exchange); Environmental resource management; Community forestry; Geography; Forestry; Economics; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003498044,0.0002151101,0.0001804665,0.00004456984,0.001412342,0.0002065922,0.0009951259,0.00009763216,0.00003620121],"category_scores_gemma":[0.0009016722,0.0001879076,0.00006218124,0.0000729162,0.0005122388,0.0002978846,0.001208391,0.0006411697,0.00004376998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003716297,"about_ca_system_score_gemma":0.00005707062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5634144,"about_ca_topic_score_gemma":0.9248063,"domain_scores_codex":[0.9983656,0.00007983238,0.000162112,0.000269324,0.0004884556,0.0006347064],"domain_scores_gemma":[0.9985688,0.00019639,0.0001310629,0.000893773,0.00001630189,0.0001936983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003474406,0.0000599149,0.6306205,0.00003535127,0.00002663268,0.00002914448,0.001189592,0.008356541,0.000007030645,0.0012978,0.342184,0.01615865],"study_design_scores_gemma":[0.0003539177,0.00009622275,0.6042032,0.00001120983,0.00001279187,0.000002501585,0.000316741,0.02159259,0.00001463646,0.005256504,0.3680249,0.000114704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565088,0.00005061903,0.000002475473,0.002733251,0.0001018775,0.0002818677,0.00003070982,0.00003230207,0.04025809],"genre_scores_gemma":[0.9641201,0.000008396006,0.0000410841,0.0009808544,0.00004674564,0.00001283351,0.00001266015,0.0000206013,0.03475675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3613919,"threshold_uncertainty_score":0.9998877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009020795506533282,"score_gpt":0.2414728243372142,"score_spread":0.2324520288306809,"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."}}