{"id":"W2319861735","doi":"10.5539/jsd.v9n2p230","title":"Determinants of Smallholder Farmers’ Participation in Zambian Dairy Sector’s Interlocked Contractual Arrangements","year":2016,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Promotion (chess); Contract farming; Agricultural economics; Marketing; Agriculture; Agricultural science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001278616,0.0001847185,0.0001486132,0.0005608725,0.001354076,0.001353196,0.0004154995,0.0003309068,0.003236471],"category_scores_gemma":[0.00302433,0.0001936178,0.0001379058,0.000822174,0.0009678095,0.000728194,0.001245326,0.0004322918,0.0001432775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001023159,"about_ca_system_score_gemma":0.001010822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05293594,"about_ca_topic_score_gemma":0.08905776,"domain_scores_codex":[0.9988989,0.0003513432,0.00005702115,0.0000932231,0.0001127615,0.0004867531],"domain_scores_gemma":[0.9980232,0.0005672113,0.0008863924,0.00008542194,0.0001232845,0.0003146068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009031122,0.0001465542,0.9443395,0.00004556129,0.00001779679,0.0005216458,0.04100359,0.0001811883,0.001748811,0.0007093069,0.0001937636,0.01100205],"study_design_scores_gemma":[0.000004463648,0.00006715659,0.9333904,0.00006613516,0.000008469643,0.0001298664,0.06436525,0.00041743,0.0001381152,0.0001042896,0.001300819,0.000007527241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996302,0.00002559457,0.00001757709,0.0000438414,3.048167e-7,0.000007048447,0.00001204098,2.2346e-7,0.000263016],"genre_scores_gemma":[0.9997254,0.00004060009,0.00003289646,0.000007867056,5.015733e-7,0.000006676613,0.00001546494,2.202733e-7,0.0001702571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05293594,"threshold_uncertainty_score":0.1052557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0212415652486609,"score_gpt":0.2528357073126024,"score_spread":0.2315941420639414,"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."}}