{"id":"W4400930476","doi":"10.1111/1365-2664.14721","title":"The Kunming–Montreal Global Biodiversity Framework and the Paris Agreement need a joint work programme for climate, nature and people","year":2024,"lang":"en","type":"article","venue":"Journal of Applied Ecology","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research; York University","funders":"Research England","keywords":"Convention on Biological Diversity; Nexus (standard); Climate change; Convention; Biodiversity; Corporate governance; Work (physics); Environmental resource management; Political science; Global governance; Joint Implementation; Diversity (politics); Environmental planning; Kyoto Protocol; Business; Ecology; Geography; Economics; Engineering; Biology; Law","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":[0.0008577188,0.00009794423,0.0001655662,0.00002123428,0.0005823083,0.0001389833,0.000166831,0.0001193394,0.00005065111],"category_scores_gemma":[0.00002912936,0.00005275209,0.00007537069,0.0001714545,0.0003516726,0.00003515149,0.000382433,0.000242067,0.00001524831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001269783,"about_ca_system_score_gemma":0.000011038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000770078,"about_ca_topic_score_gemma":0.0006061849,"domain_scores_codex":[0.999215,0.00003206448,0.0001922533,0.0001551851,0.0001571567,0.0002483617],"domain_scores_gemma":[0.9994302,0.0002569748,0.0001390417,0.0000918442,0.00001286005,0.00006907991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001523242,0.0001098161,0.9170329,0.00007395571,0.0003666635,0.00002079036,0.004339894,0.0001338967,0.000007565644,0.002156301,0.03174343,0.04249154],"study_design_scores_gemma":[0.0009737983,0.000120996,0.9107445,0.0000099575,0.0001861317,0.00001564353,0.00372269,0.0001925987,0.000002693438,0.004657728,0.07928998,0.00008331035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792156,0.0006486591,0.0001536546,0.01791914,0.0003502904,0.0005785846,0.0000133756,0.00001156978,0.00110918],"genre_scores_gemma":[0.9971006,0.0008148586,0.001030181,0.00092667,0.00006961358,0.00001201023,0.000002162622,0.000002141335,0.00004179516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04754655,"threshold_uncertainty_score":0.4478704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006078686628934435,"score_gpt":0.1968947201083446,"score_spread":0.1908160334794101,"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."}}