{"id":"W4394861775","doi":"10.5376/gab.2024.15.0003","title":"Genome-wide Association Studies of Disease Resistance Genes in Maize","year":2024,"lang":"en","type":"article","venue":"Genomics and Applied Biology","topic":"Genetic Mapping and Diversity in Plants and Animals","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Biotechnology Research Institute","funders":"","keywords":"Genome-wide association study; Biology; Biotechnology; Plant disease resistance; Disease; Identification (biology); Resistance (ecology); Association mapping; Genetic association; Genetics; Gene; Single-nucleotide polymorphism; Agronomy; Medicine; Genotype","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001403589,0.0002461028,0.0002913123,0.001930653,0.0004045499,0.0005577506,0.0002513298,0.0003742007,0.001121245],"category_scores_gemma":[0.001505053,0.0001261468,0.0009489282,0.003513982,0.0002851477,0.0002035981,0.000462881,0.0003461985,0.0001192476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002888429,"about_ca_system_score_gemma":0.0003598968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003599259,"about_ca_topic_score_gemma":0.00590621,"domain_scores_codex":[0.9990871,0.0002475392,0.0001016965,0.0003228009,0.0001522326,0.00008865274],"domain_scores_gemma":[0.9990389,0.0004187707,0.0003077596,0.00007785687,0.00006445402,0.00009227701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001361029,0.00006889311,0.8964832,0.0004644778,0.004220247,0.001472077,0.0005006243,0.0006416739,0.05951374,0.001431098,0.0006597108,0.03318315],"study_design_scores_gemma":[0.00002632178,0.00005892311,0.9947152,0.00002265302,0.0008100545,0.0003440242,0.00009699966,0.0002711119,0.001159344,0.0002661237,0.0022181,0.00001116607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805982,0.01373436,0.002514424,0.0003310292,0.00004450321,0.00001944031,0.001277021,0.00002987496,0.0014512],"genre_scores_gemma":[0.9927798,0.00403783,0.001972771,0.00008723007,0.00003490645,0.00001344308,0.0006735763,0.00001322836,0.0003870864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003599259,"threshold_uncertainty_score":0.007422984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293548686283121,"score_gpt":0.2378449846048665,"score_spread":0.2249094977420353,"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."}}