{"id":"W4213033855","doi":"10.1017/aae.2022.3","title":"Pricing Rice Quality Attributes and Returns to Quality Upgrading in Sub-Saharan Africa","year":2022,"lang":"en","type":"article","venue":"Journal of Agricultural and Applied Economics","topic":"Economics of Agriculture and Food Markets","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Consortium of International Agricultural Research Centers; Ministry of Water Resources; Government of Canada; World Bank Group","keywords":"Economics; Economic surplus; Quality (philosophy); Agricultural economics; Amylose; Welfare; Business; Econometrics; Food science","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":[0.001412671,0.00030402,0.0003944295,0.0005413572,0.000204396,0.001314528,0.0003848947,0.000538957,0.001812241],"category_scores_gemma":[0.008154921,0.000267629,0.0003986022,0.0007659252,0.0006130277,0.00109165,0.0004605209,0.0006453306,0.00008054917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009999051,"about_ca_system_score_gemma":0.0003496747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008760431,"about_ca_topic_score_gemma":0.004653104,"domain_scores_codex":[0.9996589,0.0001799013,0.000008452283,0.00003376058,0.0000404625,0.00007840525],"domain_scores_gemma":[0.9969908,0.002269842,0.0004388713,0.00007888288,0.0001107797,0.0001107881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001540422,0.0003925224,0.3518501,0.0001467448,0.0004914184,0.002423928,0.0007779718,0.555207,0.007267626,0.0312239,0.0006415428,0.04803672],"study_design_scores_gemma":[0.0001495301,0.0006378957,0.2923326,0.00003173849,0.0001540015,0.0003021758,0.001462446,0.6852953,0.002414401,0.01596637,0.0012039,0.00004955768],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969228,0.00006779296,0.002194131,0.00009488411,0.000001677609,0.000008628662,0.00003691242,0.000005845448,0.0006673067],"genre_scores_gemma":[0.9994381,0.00005379662,0.0003039641,0.000004581255,0.000001372051,0.000002086552,0.0000171657,9.631733e-7,0.0001779144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008760431,"threshold_uncertainty_score":0.01741886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03607850032959297,"score_gpt":0.2209617943563688,"score_spread":0.1848832940267758,"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."}}