{"id":"W2983821340","doi":"10.5539/sar.v8n4p72","title":"Impact of Dairy Enterprises on Employment Creation and Income Generation in Hadiya Zone, Ethiopia","year":2019,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Haramaya University","keywords":"Propensity score matching; Household income; Business; Descriptive statistics; Selection bias; Matching (statistics); Demographic economics; Socioeconomics; Agricultural economics; Labour economics; Economics; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001455124,0.00009544013,0.0001461482,0.0002451395,0.0004059562,0.0001180812,0.0001725753,0.0001443014,0.0001523523],"category_scores_gemma":[0.0002415995,0.00006588837,0.00004695449,0.0007815538,0.0001084154,0.0003482118,0.00004339411,0.0002694966,0.00001237678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008422971,"about_ca_system_score_gemma":0.0006348958,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03704523,"about_ca_topic_score_gemma":0.005103224,"domain_scores_codex":[0.9979097,0.0005330622,0.0001755985,0.0002501883,0.0006585589,0.0004728688],"domain_scores_gemma":[0.9989103,0.0001492131,0.00005618418,0.0001624631,0.0006101119,0.0001117467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001142555,0.0005401322,0.8636975,0.0001580407,0.00004172634,0.000007481451,0.05810184,0.0003673537,0.001408911,0.06023714,0.01335269,0.001972969],"study_design_scores_gemma":[0.0004733285,0.0004107814,0.9178817,0.00006844773,0.000004445647,7.041913e-7,0.04345016,0.00002800138,0.0003150174,0.001118935,0.03610623,0.0001422074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746204,0.0005954651,0.000004297997,0.001502075,0.00005185882,0.0007173385,0.000005180914,0.00001286363,0.02249051],"genre_scores_gemma":[0.9786178,0.0009050762,0.00001394121,0.00001761882,0.000184637,0.00003052482,0.00004818489,0.000005845835,0.02017637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0591182,"threshold_uncertainty_score":0.9693671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02104335827620163,"score_gpt":0.3646066306014787,"score_spread":0.3435632723252771,"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."}}