{"id":"W4415724549","doi":"10.1111/cobi.70167","title":"Implications of global distributive justice principles for implementation of the Kunming‐Montreal Global Biodiversity Framework","year":2025,"lang":"en","type":"review","venue":"Conservation Biology","topic":"Environmental law and policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Planbureau voor de Leefomgeving","keywords":"Convention on Biological Diversity; Distributive justice; Context (archaeology); Biodiversity; Livelihood; Economic Justice; Consumption (sociology); Global strategy; Action (physics); Beneficiary","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.000237878,0.0001237321,0.0004237984,0.00001422089,0.0003418289,0.000007005793,0.0003965919,0.0003030716,0.00003391026],"category_scores_gemma":[0.000416404,0.00009806894,0.00024456,0.0004206426,0.0005582424,0.00003186466,0.0001331678,0.00006101149,0.000002843584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004074422,"about_ca_system_score_gemma":0.0008466732,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006787302,"about_ca_topic_score_gemma":0.007611767,"domain_scores_codex":[0.998834,0.0003151905,0.0004122012,0.0001977254,0.00006919873,0.0001716782],"domain_scores_gemma":[0.9984003,0.0005826093,0.0006762288,0.0002083223,0.00009987606,0.00003267933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000528626,0.00002616484,0.07122992,0.001187581,0.00008207767,1.710126e-8,0.000126679,1.228357e-7,2.176777e-7,0.7995373,0.001195911,0.1266087],"study_design_scores_gemma":[0.0001009845,0.00002499936,0.0560391,0.000330195,0.0007401161,2.27551e-7,0.000317179,9.467232e-8,0.000002139076,0.009147874,0.9332097,0.00008735596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001926591,0.8359687,0.006145272,0.008332292,0.001362406,0.005470078,0.1306989,0.00005634843,0.01003948],"genre_scores_gemma":[0.003358152,0.993401,0.0006907062,0.0004510675,0.0001102363,0.0001452151,0.001768559,0.000002619878,0.00007246069],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9320138,"threshold_uncertainty_score":0.9998266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08015133839432914,"score_gpt":0.4395674741702941,"score_spread":0.3594161357759649,"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."}}