{"id":"W4403949785","doi":"10.5376/mpb.2024.15.0024","title":"Integrating QTL Mapping and Genomic Selection in &lt;i&gt;Eucommia ulmoides&lt;/i&gt; Breeding","year":2024,"lang":"en","type":"article","venue":"Molecular Plant Breeding","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Eucommia ulmoides; Biology; Genomic selection; Selection (genetic algorithm); Quantitative trait locus; Genetics; Molecular breeding; Marker-assisted selection; Microsatellite; Biotechnology; Gene; Allele; Single-nucleotide polymorphism; Computer science; Genotype; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006777825,0.000530921,0.000603059,0.001045252,0.0004285266,0.0005432462,0.0009405794,0.0004935212,0.002864835],"category_scores_gemma":[0.0003494669,0.000460623,0.0005590722,0.0009903753,0.0003464633,0.0004718909,0.001134317,0.001259111,0.0008654428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007941645,"about_ca_system_score_gemma":0.0007935356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005230523,"about_ca_topic_score_gemma":0.01186638,"domain_scores_codex":[0.9993867,0.0001014955,0.00005137096,0.0002151859,0.0001261235,0.0001190891],"domain_scores_gemma":[0.999608,0.00008850908,0.0000942684,0.00005767415,0.00004985507,0.000101762],"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":[0.0001363862,0.00008368967,0.0009233662,0.00005104823,0.00001628708,0.0001205846,0.00006007108,0.0008525867,0.97532,0.0009440264,0.0002403002,0.02125177],"study_design_scores_gemma":[0.0002293171,0.0004244362,0.06909458,0.00004721281,0.0003405769,0.0008673127,0.0002295635,0.0219976,0.8633273,0.0009916363,0.04233899,0.0001115243],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7038405,0.001006001,0.2702521,0.0004670204,0.0001820112,0.0005123307,0.004177247,0.004612982,0.01494986],"genre_scores_gemma":[0.7598618,0.0006137337,0.2125732,0.0006559416,0.00004171739,0.0003756709,0.005403067,0.001744079,0.0187307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005230523,"threshold_uncertainty_score":0.01040012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078548676479655,"score_gpt":0.2112999100245998,"score_spread":0.2005144232598033,"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."}}