{"id":"W4386873229","doi":"10.1016/j.cosust.2023.101354","title":"Embedding local values in Payments for Ecosystem Services for transformative change","year":2023,"lang":"en","type":"article","venue":"Current Opinion in Environmental Sustainability","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Transformative learning; Ecosystem services; Payment for ecosystem services; Payment; Inclusion (mineral); Environmental resource management; Ecosystem; Embedding; Business; Environmental planning; Sociology; Ecology; Economics; Computer science; Social science; Geography; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008032137,0.0002077291,0.000211767,0.0001338703,0.0002178925,0.00002510627,0.0002613487,0.00007286368,0.0001003289],"category_scores_gemma":[0.00001519924,0.0002062268,0.0001149579,0.0002868391,0.0001479494,0.0003623466,0.000296689,0.00009379743,0.00003793851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002052521,"about_ca_system_score_gemma":0.000007884171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001869351,"about_ca_topic_score_gemma":0.0001213477,"domain_scores_codex":[0.9982097,0.00009967361,0.0003916906,0.0005097439,0.0002828813,0.0005062884],"domain_scores_gemma":[0.999513,0.0001075309,0.00009290053,0.0002005541,0.000005304855,0.00008074928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001183629,0.0003911646,0.9291367,0.001630585,0.000008004276,4.67736e-7,0.009618471,0.00584087,0.000008266401,0.00001189817,0.0001772656,0.05305796],"study_design_scores_gemma":[0.001506173,0.0001079038,0.8470158,0.00008621738,0.000008405328,2.174047e-7,0.02733548,0.06727372,0.00002482605,0.001474212,0.05490671,0.0002603194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921812,0.0001123258,0.001843313,0.0006626541,0.000700985,0.004180532,0.0002382594,0.00005068206,0.00003003023],"genre_scores_gemma":[0.9981482,0.0001806504,0.00005310098,0.0000301436,0.0000598916,0.001118582,0.0003501962,0.0000126059,0.00004662951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08212088,"threshold_uncertainty_score":0.8409687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03687348182844064,"score_gpt":0.306611988683593,"score_spread":0.2697385068551524,"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."}}