{"id":"W1998062985","doi":"10.1094/php-2010-0102-01-rs","title":"Effect of Diseases on Soybean Yield in the Top Eight Producing Countries in 2006","year":2010,"lang":"en","type":"article","venue":"Plant Health Progress","topic":"Yeasts and Rust Fungi Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":203,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs","funders":"United Soybean Board","keywords":"Phakopsora pachyrhizi; Soybean rust; Biology; Yield (engineering); Cultivar; Agronomy; Crop; Soybean cyst nematode; Fungicide","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004679782,0.0004468984,0.0002872936,0.0008769359,0.0002446187,0.0005519444,0.00015555,0.0001364564,0.0003259444],"category_scores_gemma":[0.0006779536,0.0001594612,0.0003329736,0.0007614887,0.0001660372,0.000258704,0.0003998977,0.0002535313,0.0001133369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008336686,"about_ca_system_score_gemma":0.0003199534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02591781,"about_ca_topic_score_gemma":0.04806222,"domain_scores_codex":[0.9996895,0.00006518124,0.00002715527,0.00006214912,0.00007130244,0.00008481227],"domain_scores_gemma":[0.9990995,0.00007356576,0.0004520662,0.00003663586,0.0002393508,0.00009885222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007063969,0.00004757374,0.9688047,0.0001452665,0.0003136856,0.0003535507,0.0002614371,0.002060372,0.002693822,0.0001038999,0.0007274472,0.0237817],"study_design_scores_gemma":[0.000006021205,0.0001403204,0.9973605,0.00001923461,0.00005236188,0.0001554288,0.0002568173,0.0003335481,0.0008257537,0.00001528248,0.0008297912,0.000004981886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961298,0.0009847131,0.0001883889,0.00003602434,0.000006426539,0.000005605797,0.001846632,0.00001276869,0.0007896358],"genre_scores_gemma":[0.9968444,0.0005295853,0.0003422672,0.00002852261,0.000002852265,0.000004904744,0.002002026,0.000003218899,0.0002422252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02591781,"threshold_uncertainty_score":0.05153388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007213978964327836,"score_gpt":0.2838709723502506,"score_spread":0.2766569933859228,"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."}}