{"id":"W4402127615","doi":"10.1016/j.oneear.2024.08.003","title":"Urgent climate action is needed to ensure effectiveness of protected areas for biodiversity benefits","year":2024,"lang":"en","type":"article","venue":"One Earth","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Horizon 2020 Framework Programme; National Academy of Sciences; Laboratoire d'Excellence TULIP; Ichimura Foundation of New Technology; H2020 European Research Council; Japan Society for the Promotion of Science; Ministry of Education, Culture, Sports, Science and Technology; European Research Council; National Science Foundation","keywords":"Biodiversity; Action (physics); Environmental resource management; Climate change; Environmental planning; Biodiversity conservation; Business; Environmental science; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.004265556,0.0003664147,0.0004981307,0.001424845,0.00132324,0.005972113,0.0009094228,0.002713674,0.0402192],"category_scores_gemma":[0.02403002,0.0002024367,0.0002896233,0.00202627,0.001257275,0.005208555,0.00150752,0.003476002,0.009811322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001265226,"about_ca_system_score_gemma":0.005518998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003415906,"about_ca_topic_score_gemma":0.004823769,"domain_scores_codex":[0.9981471,0.0004931358,0.0001494862,0.0001165575,0.0009251396,0.0001686529],"domain_scores_gemma":[0.9728223,0.007516907,0.00298433,0.00141733,0.01137383,0.003885265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000441477,0.0000373442,0.002319836,0.0003102476,0.00003994708,0.00009257282,0.0001158939,0.0007345394,0.0007897686,0.03152211,0.824213,0.1397805],"study_design_scores_gemma":[0.00001024377,0.00002199277,0.005154995,0.0003425855,0.00001933355,0.0001138811,0.0004758382,0.0004988099,0.0001957334,0.03145358,0.9616919,0.00002115556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007011186,0.02262014,0.006510423,0.7508117,0.06579821,0.00006406622,0.001604567,0.000774773,0.144805],"genre_scores_gemma":[0.4018424,0.07554629,0.03817172,0.1358691,0.08959652,0.0001729058,0.003724589,0.001068062,0.2540085],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0402192,"threshold_uncertainty_score":0.1345466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1232957715506589,"score_gpt":0.2291184533355716,"score_spread":0.1058226817849127,"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."}}