{"id":"W4286005501","doi":"10.1094/pdis-05-22-1209-re","title":"Genome-Wide Association Mapping in Sunflower (<i>Helianthus annuus</i>) Reveals Common Loci and Putative Candidate Genes for Resistance to <i>Diaporthe gulyae</i> and <i>D. helianthi</i> Causing Phomopsis Stem Canker","year":2022,"lang":"en","type":"article","venue":"Plant Disease","topic":"Sunflower and Safflower Cultivation","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology; Helianthus annuus; Canker; Phomopsis; Pathosystem; Sunflower; Quantitative trait locus; Candidate gene; Plant disease resistance; Blight; Genetics; Inoculation; Botany; Horticulture; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002881297,0.0002116598,0.0002590639,0.0005304349,0.0002373516,0.0002066606,0.0001626412,0.0001860769,0.0008712183],"category_scores_gemma":[0.0001422376,0.00009872176,0.0003970295,0.0005893447,0.0001129689,0.00008650591,0.00021173,0.0002845296,0.00008640681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000247954,"about_ca_system_score_gemma":0.0001799255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002618325,"about_ca_topic_score_gemma":0.0076962,"domain_scores_codex":[0.9998384,0.0000181586,0.00001339197,0.00008213847,0.00002743039,0.00002051326],"domain_scores_gemma":[0.9998056,0.00003718412,0.00008987892,0.00001413195,0.00001459012,0.00003871378],"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":[0.0008195502,0.0001709733,0.09767283,0.000116684,0.0002662558,0.0003519378,0.0002360176,0.0002817153,0.8903183,0.000131441,0.0002780174,0.009356171],"study_design_scores_gemma":[0.00003263287,0.0001401355,0.9915209,0.000004778934,0.00009761431,0.0002292317,0.00006589475,0.0003736857,0.006654026,0.0000329642,0.0008417267,0.000006500453],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998655,0.0001232934,0.0002718511,0.00001846051,0.000002854139,0.000007252426,0.0006972635,0.00001697152,0.0002071401],"genre_scores_gemma":[0.9958413,0.0001477036,0.001397258,0.00004979426,0.000005772113,0.00001514498,0.002027541,0.00001081365,0.000504597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002618325,"threshold_uncertainty_score":0.005206168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550096673965516,"score_gpt":0.2130594887136522,"score_spread":0.1975585219739971,"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."}}