{"id":"W4382776242","doi":"10.3389/fpls.2023.1166282","title":"Multi-locus genome-wide association study of fusarium head blight in relation to days to anthesis and plant height in a spring wheat association panel","year":2023,"lang":"en","type":"article","venue":"Frontiers in Plant Science","topic":"Mycotoxins in Agriculture and Food","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Agriculture and Agri-Food Canada","funders":"National Research Council Canada; Agriculture and Agri-Food Canada; Western Grains Research Foundation; Saskatchewan Wheat Development Commission; Alberta Wheat Commission; Ministry of Agriculture - Saskatchewan","keywords":"Anthesis; Biology; Locus (genetics); Fusarium; Genome-wide association study; Botany; Spring (device); Association mapping; Agronomy; Cultivar; Horticulture; Genetics; Genotype; Gene; Single-nucleotide polymorphism; 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":[0.0008846738,0.0005325832,0.0005112906,0.0008235647,0.001131005,0.000686156,0.0006361748,0.0004571436,0.001665462],"category_scores_gemma":[0.0007956075,0.000243141,0.0009910903,0.001972147,0.0003204247,0.0001336143,0.0004622412,0.0006764641,0.0001823084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0012956,"about_ca_system_score_gemma":0.002049861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3472856,"about_ca_topic_score_gemma":0.5604096,"domain_scores_codex":[0.9992614,0.0000847488,0.00003928022,0.0003827071,0.0001049022,0.0001268022],"domain_scores_gemma":[0.9993463,0.0001300243,0.00009710107,0.00008734492,0.0001651556,0.0001741231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009129198,0.00007661507,0.9748112,0.00005024711,0.001213801,0.0004098806,0.0004038218,0.0004578153,0.01204789,0.0001566097,0.001284201,0.008175029],"study_design_scores_gemma":[0.00002213747,0.00004321759,0.9977519,0.000006041558,0.0003245801,0.00008161465,0.00009210963,0.0006717223,0.0002093511,0.00002699718,0.0007623485,0.00000809801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947009,0.0003067171,0.0008087392,0.00007793673,0.00001287368,0.00002038895,0.00363806,0.0000261805,0.0004081798],"genre_scores_gemma":[0.9935615,0.0001333827,0.001453906,0.00006153515,0.000007170977,0.00002910565,0.003750205,0.00001877667,0.0009843442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3472856,"threshold_uncertainty_score":0.6905284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02505693659458745,"score_gpt":0.2214451849195909,"score_spread":0.1963882483250034,"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."}}