{"id":"W2322322570","doi":"10.5751/es-04198-160301","title":"Rebuilding Resilience in the Sahel: Regreening in the Maradi and Zinder Regions of Niger","year":2011,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":266,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Geography; Ecology; Psychological resilience; Agroforestry; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003371554,0.0002337413,0.0002261597,0.0008667769,0.00116808,0.0008925208,0.0003424173,0.0003289767,0.001515145],"category_scores_gemma":[0.0006103375,0.0001503115,0.0001589126,0.0007616745,0.001108871,0.0007852026,0.001737131,0.0003546813,0.0001217469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001305262,"about_ca_system_score_gemma":0.0008347852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05024642,"about_ca_topic_score_gemma":0.1279916,"domain_scores_codex":[0.9998028,0.00004092231,0.00001119678,0.00002465178,0.00001233586,0.0001080459],"domain_scores_gemma":[0.9997746,0.00003866963,0.00008357126,0.00001539457,0.0000233212,0.00006435949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001384146,0.0002471131,0.7536409,0.0005053327,0.0001945743,0.008811693,0.1060728,0.001326594,0.01805914,0.008466318,0.001655664,0.09963575],"study_design_scores_gemma":[0.0000194695,0.0001314622,0.9410756,0.0001507023,0.00003730801,0.0005717775,0.0524414,0.0004220046,0.0004922153,0.0009197915,0.003718366,0.00001979706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982425,0.0004583879,0.00005986156,0.0002240293,0.000004250542,0.000008312385,0.00004697037,0.00000195925,0.0009536498],"genre_scores_gemma":[0.9994928,0.0002185282,0.00008674008,0.00001630283,0.000001328441,0.000003132081,0.00003022695,6.274661e-7,0.0001503502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05024642,"threshold_uncertainty_score":0.09990788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03562346172494809,"score_gpt":0.2429611368676539,"score_spread":0.2073376751427058,"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."}}