{"id":"W3162065035","doi":"10.1016/j.molp.2021.05.014","title":"Creation and judicious application of a wheat resistance gene atlas","year":2021,"lang":"en","type":"review","venue":"Molecular Plant","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":139,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Biotechnology and Biological Sciences Research Council; Huazhong Agricultural University; UK Research and Innovation; University of Saskatchewan","keywords":"Biology; Powdery mildew; Plant disease resistance; Biotechnology; Genomics; Genetics; Blumeria graminis; Germplasm; Population; Genome; Gene; Agronomy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002283277,0.0008995312,0.001547571,0.002617021,0.0001965003,0.001530039,0.001456936,0.001119168,0.003419123],"category_scores_gemma":[0.001818371,0.0003734793,0.0005515684,0.001744203,0.0005464501,0.002411593,0.001073897,0.002149017,0.002445283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007538358,"about_ca_system_score_gemma":0.001555101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009542042,"about_ca_topic_score_gemma":0.001540013,"domain_scores_codex":[0.9996222,0.00006347116,0.00004722875,0.00008000378,0.0001518466,0.00003524522],"domain_scores_gemma":[0.9988917,0.0005127855,0.0001367781,0.00007432162,0.0002962165,0.00008813791],"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":[0.00004491199,0.00002868862,0.000193446,0.007319515,0.00006392894,0.0001760829,0.00005547027,0.0004599529,0.01174012,0.01083834,0.03278853,0.936291],"study_design_scores_gemma":[0.000007206627,0.00002621019,0.0003177214,0.0007024757,0.00007817033,0.0004346237,0.00002118568,0.0001069353,0.002138841,0.001779757,0.9943739,0.00001288837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007117479,0.9779497,0.01184037,0.001884182,0.001148641,0.0000527688,0.0003507546,0.0002710794,0.005790718],"genre_scores_gemma":[0.002805477,0.9792194,0.01151988,0.001282905,0.0003895293,0.00004642031,0.0009691544,0.00005437876,0.003712881],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003419123,"threshold_uncertainty_score":0.01207525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01772811769354869,"score_gpt":0.2478688428353933,"score_spread":0.2301407251418446,"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."}}