{"id":"W4390270023","doi":"10.54910/sabrao2023.55.6.1","title":"CHARACTERIZATION OF CIMMYT BREAD WHEAT GERMPLASM FOR RESISTANCE TO YELLOW RUST AND ENVIRONMENTAL FACTORS","year":2023,"lang":"en","type":"article","venue":"SABRAO Journal of Breeding and Genetics","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Genetics","keywords":"Germplasm; Biology; Agronomy; Rust (programming language); Cultivar; Grain quality; Plant disease resistance","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001539835,0.00007426769,0.0001521127,0.0000277556,0.000089979,0.00002172932,0.00006380423,0.00005712313,0.000007563891],"category_scores_gemma":[0.00001137837,0.00003426669,0.00004085637,0.00008834466,0.00004626785,0.00002574394,0.00003092458,0.00004040307,3.856944e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004070117,"about_ca_system_score_gemma":0.000002914917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001568455,"about_ca_topic_score_gemma":0.00001909226,"domain_scores_codex":[0.9994615,0.00001358094,0.0002058009,0.0000975837,0.00009354949,0.0001279588],"domain_scores_gemma":[0.9996958,0.00006897171,0.000103789,0.00001916583,0.00002860553,0.00008370331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003425369,0.00001050237,0.01984997,0.00001071185,0.000007605473,0.000001157884,0.0002374835,0.000002762032,0.9605278,0.000009963978,0.0001056964,0.01920203],"study_design_scores_gemma":[0.0002990074,0.001275849,0.8673647,0.00006912673,0.00003709905,0.00003136551,0.0007830567,0.00006451794,0.1068704,0.0003120507,0.02272419,0.000168615],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988533,0.000268322,0.00002483317,0.0004705146,0.0001515152,0.00007346744,0.000132955,0.000003585514,0.00002146789],"genre_scores_gemma":[0.9978644,0.001385635,0.0002221978,0.00003973616,0.000178367,8.316953e-7,0.00002775278,0.00000128453,0.0002798418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8536574,"threshold_uncertainty_score":0.1397355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294671981391252,"score_gpt":0.2172623750932238,"score_spread":0.1943156552793113,"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."}}