{"id":"W4402797307","doi":"10.3390/plants13182582","title":"Genomic Insights into Disease Resistance in Sunflower (Helianthus annuus): Identifying Key Regions and Candidate Genes for Verticillium dahliae Resistance","year":2024,"lang":"en","type":"article","venue":"Plants","topic":"Plant pathogens and resistance mechanisms","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; China Agricultural Research System; China Scholarship Council","keywords":"Helianthus annuus; Verticillium dahliae; Verticillium wilt; Sunflower; Biology; Plant disease resistance; Quantitative trait locus; Agronomy; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002048102,0.0002723649,0.0002313591,0.0006170601,0.0001454718,0.0001804601,0.0001208454,0.0001731197,0.0008682763],"category_scores_gemma":[0.0001325367,0.00009909592,0.0003224648,0.0003075211,0.00007859594,0.0001231527,0.000159426,0.0002393037,0.00009929475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001719838,"about_ca_system_score_gemma":0.0001471697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046006,"about_ca_topic_score_gemma":0.001944562,"domain_scores_codex":[0.9999306,0.000006003469,0.000004098471,0.00003826986,0.000009022886,0.00001196556],"domain_scores_gemma":[0.9999144,0.000026753,0.00003054969,0.000004243643,0.000006072758,0.00001793736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002273372,0.00005178805,0.01612283,0.0000637298,0.00002922832,0.0001309927,0.0001109843,0.0004351019,0.970991,0.00009219197,0.0000404902,0.01170426],"study_design_scores_gemma":[0.00002831687,0.0003080283,0.949239,0.00001943895,0.0001039877,0.000446864,0.000126013,0.003080804,0.04468588,0.0002132173,0.001732754,0.00001567185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996631,0.0004651162,0.001971304,0.00002225277,0.000003004047,0.000008295136,0.0006658274,0.00003807998,0.0001951126],"genre_scores_gemma":[0.9915782,0.0003679215,0.00492682,0.00003829252,0.000007808378,0.00001275185,0.002244784,0.00001820956,0.000805254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001046006,"threshold_uncertainty_score":0.002904713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02077352548165037,"score_gpt":0.2300637717218214,"score_spread":0.209290246240171,"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."}}