{"id":"W4322746147","doi":"10.1007/978-3-031-15988-6_20","title":"Governance in the Boreal Forest: What Role for Local and Indigenous Communities?","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre de Géomatique du Québec; Université du Québec en Abitibi-Témiscamingue; Université de Montréal","funders":"","keywords":"Indigenous; Decentralization; Corporate governance; Marketization; Taiga; Local governance; Political science; Geography; Internationalization; Local community; Environmental planning; Environmental resource management; Business; Ecology; Forestry; Economics","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.001195785,0.0002196114,0.0002264914,0.00008465855,0.0001895628,0.000166352,0.0009397756,0.0001699974,0.00007151771],"category_scores_gemma":[0.0000256407,0.0001781939,0.00004748283,0.0002720303,0.0009055535,0.0009833204,0.0008424332,0.0005324185,0.0002089269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005493487,"about_ca_system_score_gemma":0.00001668311,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01554617,"about_ca_topic_score_gemma":0.261994,"domain_scores_codex":[0.9978894,0.00008785258,0.0002107688,0.0003103353,0.0007840552,0.0007175796],"domain_scores_gemma":[0.9990492,0.0003933806,0.00006979262,0.0004186151,0.00001328792,0.00005568334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001812204,0.00006123125,0.03800374,0.0002619336,0.00001418533,0.0001115442,0.007522327,0.0001663511,4.78956e-8,0.3479924,0.00373175,0.6019533],"study_design_scores_gemma":[0.0004561427,0.00032921,0.02517301,0.0004522012,0.000005929284,0.000005814954,0.00214604,0.0007894991,1.957413e-7,0.213134,0.7572026,0.0003054247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003638947,0.02462402,0.00001623162,0.001066741,0.0002382533,0.003218412,0.0002856775,0.00003487785,0.9668769],"genre_scores_gemma":[0.5273552,0.3202657,0.0001217753,0.00109715,0.0006199944,0.001877654,0.000385466,0.0001240087,0.1481531],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8187237,"threshold_uncertainty_score":0.9910094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07768870909595336,"score_gpt":0.3654712387819794,"score_spread":0.287782529686026,"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."}}