{"id":"W1605258867","doi":"10.5539/jas.v7n6p184","title":"An Analysis of Institutional Factors Influencing Vegetable Production amongst Small-Scale Farmers in Six Vegetable Projects of the Nkonkobe Local Municipality","year":2015,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Water Research Commission","keywords":"Production (economics); Descriptive statistics; Business; Collective action; Agriculture; Poverty; Scale (ratio); Food security; Land tenure; Agricultural economics; Agricultural science; Economic growth; Economics; Geography; Political science; Politics","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":[0.001446874,0.0002347311,0.00030037,0.001056487,0.001638546,0.001229489,0.000373555,0.0002886403,0.001632974],"category_scores_gemma":[0.004582739,0.0002951608,0.0002001764,0.001542095,0.00124843,0.0006325811,0.001323778,0.000309874,0.0001357352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149004,"about_ca_system_score_gemma":0.001437866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01111618,"about_ca_topic_score_gemma":0.03427342,"domain_scores_codex":[0.9990016,0.0004153548,0.00006580089,0.0001209705,0.0001473753,0.0002487929],"domain_scores_gemma":[0.9960576,0.001507035,0.001372089,0.0001754047,0.0004154517,0.0004724955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009327572,0.0001776324,0.9467011,0.00008438717,0.00002283519,0.0009941955,0.04029536,0.0001594967,0.002169947,0.0001691915,0.00004908118,0.009083577],"study_design_scores_gemma":[0.000001853982,0.0002122343,0.9298398,0.00002113262,0.00001102048,0.0001328592,0.06893859,0.0001606636,0.0002023641,0.00004804249,0.0004231384,0.000008200153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998399,0.00001172429,0.00003281722,0.000006761006,1.680793e-7,0.000008519776,0.000008117278,2.743388e-7,0.00009183571],"genre_scores_gemma":[0.9996932,0.00003111629,0.00007654085,0.000001879474,4.357836e-7,0.00001097117,0.00001583306,3.91145e-7,0.0001696971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01111618,"threshold_uncertainty_score":0.02210295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05204375602098719,"score_gpt":0.27005150619988,"score_spread":0.2180077501788928,"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."}}