{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000251824,0.00009954724,0.0001484582,0.00002047721,0.0005444235,0.00003427667,0.0001430111,0.00004821826,0.0000830948],"category_scores_gemma":[0.000007250236,0.00005259452,0.00004713695,0.0001483566,0.00003741033,0.00002933088,0.000129472,0.0001042213,0.000001440121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002570044,"about_ca_system_score_gemma":0.000007969651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002565633,"about_ca_topic_score_gemma":0.005358482,"domain_scores_codex":[0.9991502,0.00005842328,0.0001838772,0.0002667014,0.00007885828,0.0002619316],"domain_scores_gemma":[0.9997452,0.00009215182,0.00004673061,0.00005366194,0.00001526953,0.00004697093],"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":[0.0001856782,0.0001224544,0.2028534,0.00004086992,0.00001654541,0.00001749938,0.0003971407,0.0008197922,0.7046016,0.001643666,0.001464818,0.0878365],"study_design_scores_gemma":[0.0004468244,0.0003871715,0.5540481,0.00001630976,0.00002090532,0.0000176886,0.00108336,0.0004020791,0.00268988,0.001043672,0.439547,0.0002969716],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924324,0.005437536,0.00001243679,0.001056851,0.0002110827,0.0002320547,0.0001381857,0.00002754925,0.0004518638],"genre_scores_gemma":[0.9976941,0.0003583685,0.0005328113,0.0001263033,0.0002913129,0.0000793108,0.00004173886,0.000001725556,0.0008743593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7019117,"threshold_uncertainty_score":0.418732,"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."}}