{"id":"W3103363592","doi":"10.5539/jas.v12n12p221","title":"Farmers’ Knowledge and Management of Rice Diseases in Uganda","year":2020,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Plant Virus Research Studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hectare; Ageratum conyzoides; Agriculture; Productivity; Biology; Cyperus rotundus; Food security; Crop; Blight; Agronomy; Agroforestry; Parthenium hysterophorus; Geography; Weed control; Toxicology; Weed","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":[0.0005012913,0.0001765291,0.0001703914,0.0008254471,0.0007824334,0.0006869265,0.0002569177,0.0003051921,0.001756164],"category_scores_gemma":[0.00220719,0.0002627303,0.0001288861,0.0007540779,0.0003990782,0.0006437323,0.000731994,0.0002092722,0.0002867135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003755263,"about_ca_system_score_gemma":0.0004714041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01063361,"about_ca_topic_score_gemma":0.01274878,"domain_scores_codex":[0.9996068,0.0001163626,0.00004480552,0.00004893252,0.00006849777,0.0001146553],"domain_scores_gemma":[0.9991691,0.0002301276,0.0003712965,0.00002397621,0.00009859548,0.0001069692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003536891,0.00009969769,0.9437003,0.00009288106,0.00001406811,0.0007747973,0.0358654,0.00008592536,0.0008166455,0.00007843764,0.0003242146,0.01811222],"study_design_scores_gemma":[0.000004287366,0.0001939733,0.9519938,0.00009973221,0.00001156661,0.0005809836,0.0443666,0.0001546114,0.0001705656,0.0000841302,0.002325437,0.00001411538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992076,0.0000950236,0.00001217526,0.00005770199,8.229271e-7,0.000005119223,0.00004263955,5.260769e-7,0.0005784758],"genre_scores_gemma":[0.9993004,0.0002262165,0.00004061164,0.00003359549,0.000001510588,0.00001363872,0.00002783387,3.051625e-7,0.0003558042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01063361,"threshold_uncertainty_score":0.02114344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03644464709504711,"score_gpt":0.2733407349093563,"score_spread":0.2368960878143092,"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."}}