{"id":"W7116882375","doi":"10.1111/aje.70136","title":"Public Preferences for Forest Restoration in Togo","year":2025,"lang":"en","type":"article","venue":"African Journal of Ecology","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"German Academic Exchange Service; Deutscher Akademischer Austauschdienst","keywords":"Biodiversity; Preference; Sample (material); Status quo; Willingness to pay; Population; Carbon sequestration; Perception; Biodiversity conservation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007023439,0.00004889491,0.0002197947,0.0003199298,0.00003210515,0.0000178413,0.000126089,0.00005812043,0.000118887],"category_scores_gemma":[0.0002269495,0.00005376576,0.00005215814,0.00009825608,0.00003659774,0.0002129611,0.00001635069,0.00007069702,0.00002050247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002033727,"about_ca_system_score_gemma":0.00004429476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001526614,"about_ca_topic_score_gemma":0.0005303287,"domain_scores_codex":[0.9991924,0.00001723471,0.0005595044,0.00009964423,0.000009465719,0.0001217726],"domain_scores_gemma":[0.9993632,0.0001126612,0.0004141186,0.00006642859,0.0000183944,0.00002522219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001752926,0.00004926976,0.872266,0.000004852147,0.00001852206,4.038644e-7,0.0000910753,0.0003375583,0.000006120356,0.1256067,0.0008038245,0.0007981848],"study_design_scores_gemma":[0.0005641016,0.00020899,0.811879,0.000004205109,0.000003261431,0.000001692069,0.0001771836,0.0004522315,0.000006792779,0.1792494,0.007408157,0.00004498579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814316,0.0003237417,0.003447092,0.002648717,0.0004810321,0.000117906,0.000007904148,0.000001905418,0.01154013],"genre_scores_gemma":[0.9985582,0.00007812877,0.0008210508,0.0001676951,0.00004406652,0.00001652633,0.000003668453,0.000003551145,0.0003071208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06038697,"threshold_uncertainty_score":0.2192504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1759535142869581,"score_gpt":0.24548739761369,"score_spread":0.06953388332673194,"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."}}