{"id":"W4389316328","doi":"10.37745/ijaerds.15/vol10n34263","title":"The Role of Extension Training in Enhancing Participation of Women Smallholder Goat and Chicken Farmers in The Livestock Vaccine Value Chain, Sembabule District, Uganda","year":2023,"lang":"en","type":"article","venue":"International Journal of Agriculture Extension and Rural Development Studies","topic":"Agricultural Systems and Practices","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre; Global Affairs Canada; Bill and Melinda Gates Foundation","keywords":"Livestock; Empowerment; Productivity; Business; Focus group; Autonomy; Agricultural science; Citizen journalism; Value (mathematics); Socioeconomics; Marketing; Geography; Political science; Economic growth; Economics; Biology; Forestry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001194835,0.000122903,0.0002710637,0.00003717147,0.0001707003,0.00003726516,0.0001628129,0.00004582022,0.0000028027],"category_scores_gemma":[0.0003033273,0.00003207868,0.00004219068,0.0003236502,0.00004071366,0.0001800418,0.00009661754,0.0001435303,4.665735e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004891376,"about_ca_system_score_gemma":0.00001240912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009673397,"about_ca_topic_score_gemma":0.0005825211,"domain_scores_codex":[0.9985671,0.0001383178,0.0006015325,0.0001166528,0.000394527,0.0001818933],"domain_scores_gemma":[0.998465,0.0006287634,0.0004980383,0.00002137556,0.0003453313,0.00004147862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004788123,0.0001885587,0.0664029,0.00004815902,0.0004210479,0.00004622475,0.1068765,0.0002106062,0.5653428,0.0009010137,0.001108868,0.2579745],"study_design_scores_gemma":[0.0002296199,0.0001163051,0.8796734,0.0002665633,0.000009005897,0.00004463682,0.1149815,0.00001956181,0.001265772,0.0002153358,0.003104183,0.00007413117],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929601,0.002878036,5.738875e-7,0.003795851,0.0001887089,0.000144198,0.000002054488,0.00000425261,0.00002625357],"genre_scores_gemma":[0.9955465,0.004187465,0.00002532665,0.00006008564,0.0001097827,0.00001075833,0.000007201162,7.077984e-7,0.00005224119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8132705,"threshold_uncertainty_score":0.1312906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02467162467359062,"score_gpt":0.2703942904724352,"score_spread":0.2457226657988446,"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."}}