{"id":"W4292984447","doi":"10.1101/2022.08.22.504834","title":"Mapping of genomic regions linked to stemphylium blight ( <i>Stemphylium botryosum</i> Wallr.) resistance in lentil using linkage mapping and marker-trait association analysis","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Saskatchewan Pulse Growers; Ministry of Agriculture - Saskatchewan","keywords":"Biology; Quantitative trait locus; Introgression; Backcrossing; Blight; Plant disease resistance; Marker-assisted selection; Genetic marker; Cultivar; Genetics; Horticulture; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009531752,0.0004392137,0.0008371329,0.000225472,0.0003571575,0.0001221132,0.000481888,0.0003348659,0.000099866],"category_scores_gemma":[0.0000692891,0.0003003435,0.0002583507,0.001375468,0.00007073284,0.00007760694,0.001156396,0.0004613961,0.000004195017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007281026,"about_ca_system_score_gemma":0.00004530688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005161797,"about_ca_topic_score_gemma":0.0004037535,"domain_scores_codex":[0.9968469,0.0002864969,0.0008092357,0.001019658,0.0004844806,0.0005532047],"domain_scores_gemma":[0.998553,0.0001366648,0.0007300292,0.0003119501,0.000101561,0.0001667278],"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":[0.00001921916,0.00007782174,0.2853813,0.0001435483,0.0003417627,0.00001054121,0.00007266177,0.0002166798,0.7136526,0.00001314529,0.00006641317,0.000004300884],"study_design_scores_gemma":[0.0001648987,0.00002719364,0.9907472,0.0001985079,0.0001933535,5.993106e-9,0.0001356546,0.00009562079,0.00131875,0.000003234451,0.006606418,0.0005091878],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950798,0.002554681,0.00007084646,0.0005667332,0.0002583709,0.0006285603,0.0007479804,0.00005958386,0.00003343826],"genre_scores_gemma":[0.9964799,0.0005511231,0.002515765,0.0001290653,0.0001478693,0.0001025334,0.00000390187,0.00001037596,0.00005949602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7123338,"threshold_uncertainty_score":0.9999449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01894653220519182,"score_gpt":0.1970417011342003,"score_spread":0.1780951689290085,"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."}}