{"id":"W2097014570","doi":"10.18174/51717","title":"Milking drylands : gender networks, pastoral markets and food security in stateless Somalia","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut Alam Sekitar dan Pembangunan, Universiti Kebangsaan Malaysia; Université de Namur; Universiteit van Amsterdam; University of Sussex; European Commission; University of Oxford; Overseas Development Institute; University of Toronto; International Fine Particle Research Institute","keywords":"Somali; Food security; Commoditization; Livelihood; Corporate governance; Order (exchange); Business; Relevance (law); Development economics; Political science; Agriculture; Economics; Geography; Market economy","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":[0.000680553,0.0001255897,0.0001821676,0.0007035506,0.002671288,0.00284394,0.0002706484,0.0006267736,0.003797719],"category_scores_gemma":[0.001164044,0.0001384137,0.00008994629,0.001021343,0.002169885,0.001488834,0.001340985,0.000485228,0.0001544134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002302748,"about_ca_system_score_gemma":0.001247885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01911328,"about_ca_topic_score_gemma":0.05041611,"domain_scores_codex":[0.9997657,0.0001021224,0.000007520197,0.0000267553,0.00001864177,0.00007933672],"domain_scores_gemma":[0.9995889,0.0001477933,0.0001294909,0.00001140456,0.0000292425,0.00009315059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002115318,0.0003778565,0.4522612,0.0001784211,0.00004585296,0.001337791,0.4269859,0.0003853316,0.001177051,0.04907483,0.003176686,0.0647876],"study_design_scores_gemma":[0.00001683826,0.0001577393,0.5020767,0.0003612222,0.00002859344,0.000284778,0.474321,0.000485778,0.0001813636,0.006291686,0.01577887,0.00001545307],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908283,0.001058125,0.00005444555,0.001279987,0.000005840121,0.000005858423,0.00002978358,8.126896e-7,0.006736905],"genre_scores_gemma":[0.9982444,0.000768128,0.0000365442,0.00005652287,0.000003151555,0.000005179699,0.00001043346,4.431959e-7,0.0008752313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01911328,"threshold_uncertainty_score":0.03800404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006122172920366252,"score_gpt":0.2150038156484231,"score_spread":0.2088816427280569,"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."}}