{"id":"W3045779454","doi":"10.4314/acsj.v28i2.11","title":"Smallholder orange farmer access to markets in Uganda","year":2020,"lang":"en","type":"article","venue":"African Crop Science Journal","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre; Carnegie Foundation for the Advancement of Teaching","keywords":"Tobit model; Orange (colour); Agricultural economics; Per capita; Probit model; Business; Market access; Consumption (sociology); Economics; Socioeconomics; Agricultural science; Agriculture; Geography; Population; Biology; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0004840647,0.000226787,0.0002457766,0.0005910889,0.0007822455,0.0009497187,0.000359551,0.0003045956,0.003370149],"category_scores_gemma":[0.001973355,0.000252597,0.0001490861,0.0008144124,0.0006203641,0.001062442,0.001422037,0.0003368388,0.0001927384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006207121,"about_ca_system_score_gemma":0.0005478332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01363782,"about_ca_topic_score_gemma":0.03008215,"domain_scores_codex":[0.9996332,0.0001103948,0.00001811202,0.00005285413,0.00004062059,0.0001448241],"domain_scores_gemma":[0.9987862,0.0003604616,0.000524827,0.00002786137,0.00008838312,0.0002123029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001487358,0.0002515825,0.9598711,0.0001159469,0.00003374921,0.003534045,0.02026002,0.0003883681,0.001290945,0.0005049985,0.0004525311,0.01314791],"study_design_scores_gemma":[0.000007378235,0.0001690444,0.960582,0.00006414544,0.0000146813,0.0004510098,0.03630822,0.0005997799,0.0001254908,0.000200817,0.001465448,0.00001180059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994314,0.0000533152,0.00002282054,0.00004159658,5.713534e-7,0.000007658969,0.00003566142,5.155003e-7,0.0004064188],"genre_scores_gemma":[0.9994512,0.00009198422,0.00003519509,0.00001164089,8.096819e-7,0.000008289388,0.0000200486,4.166709e-7,0.0003803126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01363782,"threshold_uncertainty_score":0.02711684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08754908446328317,"score_gpt":0.3026312818653007,"score_spread":0.2150821974020176,"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."}}