{"id":"W4224282392","doi":"10.3390/genes13040565","title":"Genomic Predictions for Common Bunt, FHB, Stripe Rust, Leaf Rust, and Leaf Spotting Resistance in Spring Wheat","year":2022,"lang":"en","type":"article","venue":"Genes","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Agriculture and Agri-Food Canada; University of Saskatchewan; University of Guelph; University of Alberta","funders":"Saskatchewan Wheat Development Commission; Alberta Wheat Commission; University of Alberta; University of Manitoba; Alberta Crop Industry Development Fund","keywords":"Rust (programming language); Biology; Spring (device); Spotting; Stripe rust; Resistance (ecology); Agronomy; Plant disease resistance; Gene; Genetics; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001948171,0.0008126948,0.0003001667,0.0004809528,0.0003220816,0.0006028495,0.0005051604,0.0004270792,0.0005462884],"category_scores_gemma":[0.002442815,0.0002119706,0.0006805874,0.0004951094,0.0002700012,0.0003220513,0.000333834,0.0005216259,0.0001585075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001621347,"about_ca_system_score_gemma":0.0008969274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1111611,"about_ca_topic_score_gemma":0.1339403,"domain_scores_codex":[0.9995721,0.000125352,0.00001690739,0.0001788206,0.00006332215,0.00004357961],"domain_scores_gemma":[0.9991715,0.0004936175,0.00007362117,0.00005861481,0.000139211,0.00006350187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001226695,0.0002481118,0.5350598,0.0001089606,0.0006680027,0.0004406192,0.0008927201,0.3015853,0.05788293,0.0009363534,0.001307115,0.09964337],"study_design_scores_gemma":[0.00006316825,0.0002256587,0.5760198,0.00001879219,0.0001820196,0.0001047793,0.0002474737,0.4156809,0.005662668,0.001122492,0.0006145944,0.00005764604],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936891,0.0001017618,0.00547011,0.00003781305,0.000002989449,0.000008122756,0.000343555,0.00009571407,0.000250871],"genre_scores_gemma":[0.9934761,0.00005011864,0.004590116,0.00002423849,0.000001896108,0.000008175139,0.001465942,0.0000280126,0.0003554498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1111611,"threshold_uncertainty_score":0.2210281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02332773236457837,"score_gpt":0.2249252818120211,"score_spread":0.2015975494474427,"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."}}