{"id":"W4322749214","doi":"10.1007/978-3-031-16061-5_7","title":"QTL and Candidate Genes for Flax Disease Resistance","year":2023,"lang":"en","type":"book-chapter","venue":"Compendium of plant genomes","topic":"Genetic Mapping and Diversity in Plants and Animals","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Quantitative trait locus; Biology; Candidate gene; Genetics; Plant disease resistance; Germplasm; Polygene; Powdery mildew; Genome-wide association study; Marker-assisted selection; Rust (programming language); Gene; Single-nucleotide polymorphism; Genotype; Horticulture","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009012988,0.0002255351,0.0002966771,0.0000694636,0.0001011186,0.0000202663,0.0001923874,0.0001459667,0.00003660473],"category_scores_gemma":[0.00001139888,0.00021806,0.0001167183,0.000008523585,0.00009540081,0.000001172872,0.0001544777,0.00005002208,0.00001090606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004599099,"about_ca_system_score_gemma":0.00007571148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006115501,"about_ca_topic_score_gemma":0.00004716052,"domain_scores_codex":[0.9991034,0.0000074023,0.0002030655,0.0003835626,0.0001141411,0.0001883952],"domain_scores_gemma":[0.999377,0.00003174052,0.0001592034,0.0002503658,0.00005371172,0.0001280355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004476616,0.000130749,0.004071049,0.00666982,0.0025773,0.0003116763,0.000353173,0.0001284268,0.1258306,0.1008547,0.747697,0.006898925],"study_design_scores_gemma":[0.0003613042,0.0001084912,0.0005922092,0.0001348416,0.0001209418,0.000004940456,0.00002192723,0.00001070438,0.001148016,0.001936372,0.9952252,0.0003350819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04806681,0.2147449,0.001277686,0.001801595,0.004470757,0.005320971,0.2346101,0.0002956017,0.4894115],"genre_scores_gemma":[0.01965144,0.02028833,0.0006780419,0.0001025331,0.0004685491,0.00001482572,0.006774952,0.00005848859,0.9519628],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4625513,"threshold_uncertainty_score":0.8892227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959828693285759,"score_gpt":0.2170652198613547,"score_spread":0.1974669329284972,"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."}}