{"id":"W1895116946","doi":"10.53228/njas.v19i1.213","title":"Farmer perceptions on indigenous pig farming in Kakamega district, western Kenya","year":2010,"lang":"en","type":"article","venue":"CGSPace A Repository of Agricultural Research Outputs (Consultative Group for International Agricultural Research)","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Indigenous; Swahili; Breed; Focus group; Agriculture; Kenya; Socioeconomics; Geography; Economic growth; Pig farming; Political science; Agricultural science; Business; Marketing; Animal production; Sociology; Biology; Animal science; Economics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009514577,0.0001806417,0.0001563847,0.0004674795,0.002401844,0.0007604,0.0002511827,0.0002302025,0.003289099],"category_scores_gemma":[0.001885689,0.0001584568,0.00007337614,0.0005727204,0.00120057,0.0006276261,0.0008088009,0.0002489513,0.0001783902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117926,"about_ca_system_score_gemma":0.0008420423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04585441,"about_ca_topic_score_gemma":0.1086131,"domain_scores_codex":[0.9995103,0.0002264332,0.00002682168,0.00003781893,0.00007879887,0.0001198914],"domain_scores_gemma":[0.9991238,0.000317197,0.0002913329,0.00001695673,0.0001118788,0.0001389213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002240076,0.0001900829,0.4401458,0.0004191454,0.00002320439,0.003668957,0.5249436,0.0001418723,0.007006393,0.0006754588,0.0007418445,0.02181962],"study_design_scores_gemma":[0.00000736253,0.000315297,0.4656222,0.0001217046,0.00001710226,0.0006040632,0.52989,0.00008634888,0.0003140522,0.00008351999,0.002919781,0.00001856523],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998556,0.00005963496,0.0000224908,0.00009565377,0.000001118847,0.000009187155,0.0000142664,6.662506e-7,0.001241041],"genre_scores_gemma":[0.9989892,0.0002122347,0.00006781599,0.00004731399,0.0000018098,0.00001547089,0.00001324609,6.302605e-7,0.000652269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04585441,"threshold_uncertainty_score":0.09117502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07029509896070929,"score_gpt":0.3547373338775053,"score_spread":0.284442234916796,"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."}}