{"id":"W3133504571","doi":"10.1038/s42003-021-01795-x","title":"Population genomic and historical analysis suggests a global invasion by bridgehead processes in Mimulus guttatus","year":2021,"lang":"en","type":"article","venue":"Communications Biology","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Environment Research Council; Museum of the North, University of Alaska; Université de Pau et des Pays de l'Adour; Université de Bordeaux; Botanical Society of Britain and Ireland; European Commission; Sight Research UK; University of Stirling; University of Oregon; National Geographic Society; National Science Foundation","keywords":"Biology; Range (aeronautics); Ecology; Population; Invasive species; Genealogy; Evolutionary biology; Geography; Demography; History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004436435,0.0001356154,0.000162908,0.0008572445,0.0003404439,0.0003679498,0.0001888673,0.0001852955,0.0008614443],"category_scores_gemma":[0.0005993675,0.0001009875,0.0001451782,0.0006947923,0.0003502414,0.0004038993,0.0003893536,0.0002733618,0.00008471922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003405467,"about_ca_system_score_gemma":0.0001159001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001935541,"about_ca_topic_score_gemma":0.00688488,"domain_scores_codex":[0.9998763,0.00001753737,0.000007679469,0.00006959336,0.00001680794,0.00001211898],"domain_scores_gemma":[0.9996928,0.00005596115,0.0001526214,0.00003762867,0.00003298234,0.00002801864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002201534,0.00004377532,0.8849456,0.00007349109,0.0001773969,0.000341988,0.001940499,0.0009656184,0.07084149,0.0008833316,0.0001381673,0.03942851],"study_design_scores_gemma":[0.000002029918,0.00003423701,0.9977723,0.000007150568,0.00002966656,0.0001466654,0.0002495973,0.0006190049,0.0005101801,0.0001945045,0.0004290863,0.000005616904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988881,0.0001021845,0.0004838984,0.00001989213,0.000001783149,0.000001519508,0.00004634141,0.000009960507,0.0004462602],"genre_scores_gemma":[0.9991875,0.00006852659,0.0005178686,0.00001401796,0.000003517619,0.0000026771,0.0000963122,0.000002761377,0.0001066842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001935541,"threshold_uncertainty_score":0.003848553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02467648229441252,"score_gpt":0.2842306895518745,"score_spread":0.259554207257462,"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."}}