{"id":"W2214176862","doi":"10.1016/j.quaint.2015.10.031","title":"Multi-agentive transformations of rural livelihoods in mountain ICCAs: The case of the decline of community-based management of natural resources in the Mesioui agdals (Morocco)","year":2015,"lang":"en","type":"article","venue":"Quaternary International","topic":"African Studies and Ethnography","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"FP7 International Cooperation; Universitat Autònoma de Barcelona; Agence Universitaire de la Francophonie; Agencia Española de Cooperación Internacional para el Desarrollo; Agència de Gestió d'Ajuts Universitaris i de Recerca; United Nations Educational, Scientific and Cultural Organization","keywords":"Livelihood; Indigenous; Natural resource management; Natural resource; Framing (construction); Context (archaeology); Geography; Ethnography; Agency (philosophy); Political science; Environmental resource management; Sociology; Regional science; Ecology; Social science; Agriculture; Archaeology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001653059,0.0001928438,0.0002207267,0.0006728288,0.01102724,0.004013755,0.001173073,0.001277398,0.004272413],"category_scores_gemma":[0.001718198,0.0001522171,0.0001853026,0.0007107252,0.009683779,0.001532786,0.003646871,0.00136204,0.0001571585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00865999,"about_ca_system_score_gemma":0.003197343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1191893,"about_ca_topic_score_gemma":0.2084518,"domain_scores_codex":[0.9987937,0.0005717746,0.00001677597,0.00005660383,0.00004376984,0.0005173133],"domain_scores_gemma":[0.9992143,0.0002860481,0.0001644907,0.00005467967,0.00007710444,0.0002034505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002091653,0.0001975785,0.05409128,0.0000982797,0.00004718084,0.01137058,0.7327011,0.001793307,0.002423512,0.1764263,0.001715369,0.01892638],"study_design_scores_gemma":[0.00002177485,0.00009291202,0.06226289,0.00006807709,0.00002242537,0.000854443,0.8880419,0.00182471,0.0003738107,0.01457705,0.03183604,0.00002387234],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841793,0.0001107509,0.0003748314,0.001659463,0.000006029052,0.00002080143,0.0000177431,0.000003587016,0.01362759],"genre_scores_gemma":[0.9991616,0.00002233491,0.00006491426,0.00003253769,0.00000169843,0.000004885006,0.000003152156,0.000001113193,0.0007078598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1191893,"threshold_uncertainty_score":0.236991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05909287839525886,"score_gpt":0.3567818331456912,"score_spread":0.2976889547504323,"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."}}