{"id":"W4398204110","doi":"10.4000/11pdf","title":"Les changements climatiques et les critères et indicateurs d’aménagement durable des forêts : plaidoyer pour une vision élargie des relations communauté-forêt au Canada","year":2024,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides; Université du Québec en Outaouais","funders":"","keywords":"Political science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":{"n_in":0,"stratum":"french","weight":1554.46666666667,"opus":{"tier":"OUT","genre":"conceptual","about_ca":false,"confidence":"medium","reason":"Argues for revising criteria and indicators of sustainable forest management under climate change; forest policy indicators, not research evaluation."},"gpt":{"tier":"OUT","genre":"conceptual","about_ca":false,"confidence":"high","reason":"This article discusses forest-management indicators and climate adaptation, not indicators of research."},"grok":{"tier":"OUT","genre":"conceptual","about_ca":false,"confidence":"high","reason":"Forest-community sustainability indicators under climate change in Canada; forest policy, not the Canadian research system."}},"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002079692,0.0005055089,0.000509191,0.00291727,0.007723845,0.006215874,0.00143654,0.0005269389,0.0048276],"category_scores_gemma":[0.004771299,0.0002445511,0.0006134073,0.007402295,0.003555398,0.001531039,0.002027522,0.001872834,0.0002213191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07141016,"about_ca_system_score_gemma":0.1212769,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9942409,"about_ca_topic_score_gemma":0.9978669,"domain_scores_codex":[0.99818,0.0002851289,0.00006312805,0.0002077816,0.0007965948,0.0004671832],"domain_scores_gemma":[0.9948682,0.0006353346,0.0003517114,0.000114313,0.003388883,0.0006414499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002316048,0.0001212945,0.5642228,0.001028512,0.000318665,0.000887793,0.08533327,0.005377432,0.003164659,0.1315277,0.02131301,0.1864733],"study_design_scores_gemma":[0.00001215656,0.00005110663,0.7318434,0.0009819372,0.0001666235,0.0001188325,0.1352216,0.003213792,0.001129269,0.007548051,0.1195683,0.0001450934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7967958,0.01340537,0.01610048,0.03176535,0.0003606197,0.0002918034,0.004880853,0.0001529476,0.1362468],"genre_scores_gemma":[0.9685869,0.004224998,0.009521998,0.0006361395,0.00002695281,0.00007901522,0.0007888828,0.00004348054,0.01609158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07141016,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06466423774890628,"score_gpt":0.3246192923997605,"score_spread":0.2599550546508542,"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."}}