{"id":"W4366782711","doi":"10.5539/jps.v12n1p48","title":"Incidence, Severity, and Prevalence of Sorghum Diseases in the Major Production Regions in Niger","year":2023,"lang":"en","type":"article","venue":"Journal of Plant Studies","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Leaf spot; Blight; Sorghum; Smut; Biology; Panicle; Agronomy; Horticulture; Veterinary medicine; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002740802,0.00005811773,0.0001273849,0.00008413947,0.00003414584,0.00000441445,0.00008421484,0.00002204957,4.874474e-7],"category_scores_gemma":[0.0003602961,0.00003649807,0.00003486621,0.0001224437,0.00006692972,0.00000716826,0.00005743262,0.00005378978,2.897603e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004592818,"about_ca_system_score_gemma":0.00002898153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000350325,"about_ca_topic_score_gemma":0.00007315915,"domain_scores_codex":[0.9994482,0.00006621829,0.0001970775,0.00008678812,0.0001157402,0.00008593387],"domain_scores_gemma":[0.9996968,0.00004752028,0.000115212,0.00006979449,0.00005223587,0.00001843613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002349418,0.0001266605,0.8626834,0.0003195587,0.00008307941,0.0001627719,0.0006720184,0.000053379,0.1216632,0.00002823029,0.01383208,0.0001406137],"study_design_scores_gemma":[0.0001644716,0.0001116295,0.9964979,0.0001934118,0.00004340177,0.0001250587,0.001308632,0.000006286491,0.0009099616,0.0002774449,0.0003083629,0.00005338158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911023,0.007995917,0.000001493604,0.0004707502,0.00008197828,0.00007401509,0.0002617983,0.000001239649,0.0000105296],"genre_scores_gemma":[0.9826718,0.01710128,0.00001502034,0.00003783762,0.00008531525,0.000004569714,0.000009408754,0.000002298167,0.00007244479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1338145,"threshold_uncertainty_score":0.1488348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02298818073951074,"score_gpt":0.2778389871970938,"score_spread":0.2548508064575831,"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."}}