{"id":"W4404246320","doi":"10.1079/planthealthcases.2024.0023","title":"Wheat Leaf Rust, Caused by <i>Puccinia triticina</i> , and Mitigation Through Host Genetic Resistance","year":2024,"lang":"en","type":"article","venue":"Plant Health Cases","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Rust (programming language); Host (biology); Resistance (ecology); Host resistance; Wheat leaf rust; Biology; Agronomy; Botany; Horticulture; Computer science; Genetics; Gene; Virulence","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":[0.0001254742,0.0001297438,0.0001848277,0.000008763745,0.0002534677,0.0000819831,0.00006131455,0.00007750404,0.00006468003],"category_scores_gemma":[0.00001490538,0.00005599706,0.00003157765,0.0001429541,0.00005608917,0.00005212031,0.00001864638,0.0001001838,0.00001657269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001748125,"about_ca_system_score_gemma":0.00002337294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004711457,"about_ca_topic_score_gemma":0.002548086,"domain_scores_codex":[0.9989442,0.00008460899,0.000224776,0.0003192413,0.0001145562,0.0003125934],"domain_scores_gemma":[0.9994712,0.0003185498,0.0000330185,0.00004177825,0.00001805562,0.0001174123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002291998,0.0001918089,0.005397993,0.000950767,0.00003607865,0.0009503526,0.001331886,0.000001197146,0.4634347,0.002254183,0.4640073,0.06121458],"study_design_scores_gemma":[0.0003349886,0.001644616,0.04294043,0.0004412182,0.00003644226,0.0005323772,0.0003858814,0.00006670061,0.01081958,0.0008799033,0.941447,0.0004708173],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.935587,0.05134084,0.000007361007,0.01106086,0.0002250713,0.0002062917,0.001231074,0.0000686046,0.000272903],"genre_scores_gemma":[0.9879318,0.008845226,0.000139642,0.001852854,0.0003026129,0.00001548272,0.0003447642,0.000001802248,0.0005657809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4774398,"threshold_uncertainty_score":0.2283494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233052426034509,"score_gpt":0.2522398567297329,"score_spread":0.228934614126282,"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."}}