{"id":"W3103608186","doi":"10.3389/fpls.2020.569401","title":"How Foliar Fungal Diseases Affect Nitrogen Dynamics, Milling, and End-Use Quality of Wheat","year":2020,"lang":"en","type":"review","venue":"Frontiers in Plant Science","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Universidad Nacional de La Plata; Consejo Nacional de Investigaciones Científicas y Técnicas","keywords":"Biology; Fungicide; Gluten; Agronomy; Starch; Falling Number; Pathogen; Crop; Human fertilization; Sugar; Grain quality; Horticulture; Cultivar; Food science; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004543006,0.0002800074,0.001124735,0.0000663389,0.0001496526,0.0001458445,0.0005831654,0.000171354,0.000005179727],"category_scores_gemma":[0.0001659359,0.0001114818,0.0001972651,0.0006175552,0.0006261131,0.0001303576,0.0001875162,0.0002002895,9.033127e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000522786,"about_ca_system_score_gemma":0.00007572723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001196546,"about_ca_topic_score_gemma":0.0002878437,"domain_scores_codex":[0.9980713,0.0002129243,0.0003590271,0.0006372382,0.0003243501,0.0003952243],"domain_scores_gemma":[0.999208,0.0002262061,0.0002279105,0.00009740669,0.00003471631,0.0002057224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002075815,0.00005060977,0.04671195,0.0009718296,0.00002186388,0.00004511881,0.00003526502,2.214372e-7,0.0002917614,0.0003827998,0.0007494438,0.9507184],"study_design_scores_gemma":[0.000372532,0.001085531,0.02420951,0.003663127,0.0005016089,0.0001447513,0.0004575576,0.0006630904,0.0001732093,0.002515639,0.9643892,0.001824222],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01736753,0.9777459,0.00003711611,0.0001262334,0.0006150336,0.0003909687,0.003667083,0.00001766309,0.00003249109],"genre_scores_gemma":[0.008024431,0.9910188,0.0004914645,0.00002383783,0.0001222727,0.00001396172,0.00023703,0.000001719225,0.00006650369],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9636398,"threshold_uncertainty_score":0.4546097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04051142473477159,"score_gpt":0.2670558910871331,"score_spread":0.2265444663523615,"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."}}