{"id":"W4313825710","doi":"10.3389/fpls.2022.1006719","title":"Genetic diversity and population structure assessment of Western Canadian barley cooperative trials","year":2023,"lang":"en","type":"article","venue":"Frontiers in Plant Science","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture Food and Rural Development; University of Saskatchewan; University of Alberta","funders":"Agriculture and Agri-Food Canada; Centers for Disease Control and Prevention; Western Grains Research Foundation; Ministry of Agriculture - Saskatchewan","keywords":"Biology; Genetic diversity; Genetics; Linkage disequilibrium; Analysis of molecular variance; Population; Locus (genetics); Quantitative trait locus; Single-nucleotide polymorphism; Genetic variation; Evolutionary biology; Genotype; Genetic structure; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002130793,0.000507386,0.0005017627,0.002179982,0.002649995,0.0009928278,0.001134951,0.0002924139,0.001054447],"category_scores_gemma":[0.002390124,0.0001848224,0.0004628075,0.003386392,0.0006610243,0.000200849,0.000612121,0.0003933496,0.0001404356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01132284,"about_ca_system_score_gemma":0.008764279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9154994,"about_ca_topic_score_gemma":0.9588065,"domain_scores_codex":[0.998616,0.0001498677,0.00004491748,0.0004686253,0.0004751465,0.0002455031],"domain_scores_gemma":[0.998515,0.0001455979,0.0001601623,0.0001350406,0.0008385691,0.0002055673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001738945,0.0003588233,0.77126,0.0001620749,0.0007416483,0.0008872059,0.00974723,0.006781756,0.102424,0.002223159,0.003237898,0.1004373],"study_design_scores_gemma":[0.00002862896,0.0001184968,0.9883819,0.0000190867,0.0001234783,0.00008904174,0.001086268,0.003165573,0.002125678,0.0001139753,0.004709248,0.00003866747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956716,0.0001609754,0.001262279,0.0000264548,0.00000426846,0.00009941021,0.001028671,0.00002135878,0.001724967],"genre_scores_gemma":[0.9919803,0.0001290318,0.003542426,0.00002731483,0.000003002401,0.0001114659,0.002460303,0.00002375024,0.001722318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08450055,"threshold_uncertainty_score":0.1699963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0314684623568161,"score_gpt":0.2560882260933306,"score_spread":0.2246197637365145,"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."}}