{"id":"W2787226870","doi":"10.5539/sar.v7n2p19","title":"Response of Sorghum Production in Kenya to Prices and Public Investments","year":2018,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sorghum; Production (economics); Economics; Subsidy; Agricultural economics; Food security; Incentive; Agricultural productivity; Agriculture; Business; Macroeconomics; Market economy; Agronomy","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":[0.0004053498,0.0001276147,0.0001316349,0.0003816395,0.000235799,0.000514908,0.0001917945,0.0003055501,0.001805233],"category_scores_gemma":[0.001925356,0.0001274451,0.0001538268,0.0007248465,0.0002078534,0.0003460063,0.0002689858,0.0003510341,0.0001972521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001373822,"about_ca_system_score_gemma":0.0006228135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03256724,"about_ca_topic_score_gemma":0.04605857,"domain_scores_codex":[0.9997831,0.00005613443,0.00001539467,0.00004359837,0.00003835644,0.00006346752],"domain_scores_gemma":[0.9986539,0.0005866627,0.0005395449,0.00003053592,0.0001295304,0.00005982156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000728144,0.0002783935,0.9630077,0.0001446591,0.0000943159,0.001097743,0.001251918,0.01358622,0.004740381,0.002111051,0.00146836,0.01149108],"study_design_scores_gemma":[0.00001382395,0.0002053294,0.9872072,0.00001974094,0.00002636736,0.0001199441,0.001608738,0.007402698,0.001721646,0.0002682519,0.001390194,0.00001602374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978313,0.00004795693,0.00006092445,0.00006825792,0.000001618026,0.000006297297,0.0007213503,0.000003032758,0.001259353],"genre_scores_gemma":[0.9989082,0.00006027556,0.00005426531,0.000007791743,0.000001260095,0.000006505211,0.000392748,8.054323e-7,0.0005680855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03256724,"threshold_uncertainty_score":0.06475532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0673066663721787,"score_gpt":0.3449136914662018,"score_spread":0.2776070250940231,"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."}}