{"id":"W1982183000","doi":"10.3828/idpr.2011.3","title":"Smallholder farmer participation in local and regional food aid procurement: <i>Assessing the benefits and challenges in southwestern Uganda</i>","year":2011,"lang":"en","type":"article","venue":"International Development Planning Review","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Procurement; Business; Food security; Payment; Distribution (mathematics); Food insecurity; Economic growth; Developing country; Scale (ratio); Marketing; Agriculture; Economics; Finance; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004533936,0.0001865645,0.0002717999,0.0007314563,0.001482809,0.001917661,0.0006826093,0.0006272332,0.005077447],"category_scores_gemma":[0.005265428,0.000155128,0.0001200174,0.001723437,0.0009267313,0.001701967,0.001626116,0.0003989067,0.0003888315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001642372,"about_ca_system_score_gemma":0.002637316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008523295,"about_ca_topic_score_gemma":0.02760232,"domain_scores_codex":[0.9972302,0.001939453,0.00006247401,0.00008439516,0.0002028288,0.0004806268],"domain_scores_gemma":[0.9958032,0.002086695,0.001179782,0.00007943323,0.0003642239,0.0004867931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008288735,0.001064831,0.4608902,0.003254636,0.00009319191,0.007280688,0.1138397,0.002111095,0.00244346,0.01627946,0.005505851,0.3864079],"study_design_scores_gemma":[0.00006218381,0.001055055,0.5587934,0.001766813,0.0000751755,0.001344675,0.3772834,0.00111753,0.001454871,0.002932796,0.05406379,0.00005020995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906141,0.002292748,0.0001935939,0.001330117,0.000005453153,0.0000485122,0.00004096338,0.000001997596,0.005472714],"genre_scores_gemma":[0.9953936,0.00225088,0.0002714765,0.0001163724,0.000006301162,0.00004095962,0.00002371836,0.000001043648,0.001895623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008523295,"threshold_uncertainty_score":0.02397799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2460769324435839,"score_gpt":0.2996280623984761,"score_spread":0.05355112995489222,"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."}}