{"id":"W2571766832","doi":"10.1038/srep40688","title":"Population Structure Analysis of Bull Genomes of European and Western Ancestry","year":2017,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Yeasts and Rust Fungi Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Genome; Population; Population structure; Evolutionary biology; Biology; Computational biology; Geography; Genetics; Medicine; Gene; Environmental health","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":[0.0002293393,0.00005560214,0.0001411036,0.00005529485,0.0001591513,0.00004457479,0.00007796969,0.00002745688,0.00001013683],"category_scores_gemma":[0.00004475358,0.00004330586,0.00005537187,0.00005646373,0.0001856707,0.000003789683,0.0001227238,0.00001700313,1.232273e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001425915,"about_ca_system_score_gemma":0.000009785887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004234185,"about_ca_topic_score_gemma":0.0001325038,"domain_scores_codex":[0.9993559,0.00001410311,0.0001983612,0.0002611091,0.0001008904,0.0000697084],"domain_scores_gemma":[0.9989194,0.000001424221,0.0003989184,0.0005761668,0.00008020613,0.00002394523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003145509,0.000007513942,0.7227772,0.00001409132,0.0001380429,0.000005893327,0.00004671732,0.00005588935,0.2758761,0.000003997075,0.00008391586,0.0009875254],"study_design_scores_gemma":[0.00003650286,0.00001872765,0.9603605,0.000007141147,0.0001314552,0.000007933816,0.00002181205,0.000009878563,0.03708986,0.00006363222,0.002199301,0.00005320288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981231,0.000629928,0.00001406836,0.00001283639,0.0004359046,0.00003854359,0.00001527179,0.000001582538,0.000728779],"genre_scores_gemma":[0.9989926,0.00003043593,0.00008983808,0.000002643723,0.00003758348,2.83774e-7,0.00009574353,0.00000385571,0.0007470341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2387862,"threshold_uncertainty_score":0.1765962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01449517616692521,"score_gpt":0.2677208584017117,"score_spread":0.2532256822347865,"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."}}