{"id":"W2419681323","doi":"10.1111/conl.12275","title":"Conservation (In)Action: Renewing the Relevance of UNESCO Biosphere Reserves","year":2016,"lang":"en","type":"article","venue":"Conservation Letters","topic":"Ecology, Conservation, and Geographical Studies","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mandate; Convention on Biological Diversity; Biosphere; Environmental resource management; Sustainability; Environmental planning; Political science; Biodiversity; Biodiversity conservation; Work (physics); Indigenous; Relevance (law); Diversity (politics); Business; Geography; Ecology; Engineering; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00786141,0.0001661121,0.0002131802,0.001101444,0.009552539,0.01089063,0.001423682,0.001624918,0.006480429],"category_scores_gemma":[0.01430395,0.0001416462,0.000109241,0.001666997,0.01105852,0.003286688,0.004545126,0.00268579,0.0002137811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02733455,"about_ca_system_score_gemma":0.0770318,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8123691,"about_ca_topic_score_gemma":0.8975483,"domain_scores_codex":[0.9969849,0.0008979877,0.00007734814,0.0001765027,0.001077907,0.0007853657],"domain_scores_gemma":[0.9858857,0.00465372,0.0008090184,0.001198953,0.004444673,0.003007954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004462221,0.00007097069,0.02261261,0.0003591593,0.00001448905,0.0006149571,0.1301989,0.0004522688,0.001407146,0.2850142,0.3254752,0.2337354],"study_design_scores_gemma":[0.000002844994,0.000008209949,0.01052301,0.0004313827,0.000007659377,0.0000781808,0.04657994,0.0001551197,0.0003005563,0.01114849,0.93075,0.00001460878],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09605631,0.007556964,0.003629909,0.5267573,0.001918546,0.000109609,0.0003427075,0.00009261582,0.3635361],"genre_scores_gemma":[0.912771,0.004057076,0.006099513,0.02707767,0.0003652595,0.00006642012,0.0001501864,0.00007176024,0.04934122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8123691,"threshold_uncertainty_score":0.3774717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02646260501907563,"score_gpt":0.2404577800870256,"score_spread":0.2139951750679499,"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."}}