{"id":"W6925875434","doi":"10.20372/aau_rdr/oz73mz","title":"CONTRIBUTIONS OF AGRICULTURAL COOPERATIVES TO IMPROVE THE LIVELIHOOD OF RURAL HOUSEHOLDS: THE CASE OF HULET EJU ENESE WOREDA, EAST GOJJAM ZONE AMHARA NATIONAL REGIONAL STATE, ETHIOPIA","year":2023,"lang":"en","type":"dataset","venue":"National Academic Digital Repository of Ethiopia","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Association Of Atlantic Universities","funders":"","keywords":"Livelihood; Agriculture; Rural development; Rural area; Agricultural productivity","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":[0.0009602861,0.0005375989,0.0003927898,0.003157437,0.0005037978,0.001444388,0.001351348,0.0008965493,0.02249627],"category_scores_gemma":[0.003990625,0.0002625808,0.0003679826,0.008427549,0.0001753773,0.001152888,0.001080619,0.001018493,0.007487239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001963347,"about_ca_system_score_gemma":0.002521955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1385542,"about_ca_topic_score_gemma":0.1760789,"domain_scores_codex":[0.9995443,0.0000927586,0.00006555421,0.00006489387,0.0001217489,0.0001107285],"domain_scores_gemma":[0.9980577,0.0005617271,0.0002791252,0.0001503948,0.0007364747,0.000214619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001261748,0.00004289892,0.0103336,0.0009467945,0.00004191784,0.0001221967,0.0002447368,0.0008899275,0.00008606356,0.002917643,0.9767006,0.007547493],"study_design_scores_gemma":[0.0001573819,0.00001678982,0.06485711,0.0008649478,0.00004037983,0.00009534286,0.00320397,0.000748404,0.0003627279,0.001039602,0.9285712,0.00004226994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00175282,0.0001307224,0.00003841065,0.0003103098,0.00002234107,0.00001088943,0.9957705,0.00002706896,0.001936889],"genre_scores_gemma":[0.01313077,0.0005864705,0.0005302188,0.0001440384,0.00001340805,0.0001633594,0.9799039,0.00002774218,0.005500089],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1385542,"threshold_uncertainty_score":0.2754954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02506223070967373,"score_gpt":0.3035939669020236,"score_spread":0.2785317361923499,"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."}}