{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007653262,0.00008769909,0.0001631324,0.00005575975,0.0001073907,0.00001453767,0.0002334329,0.0001752328,0.00001134443],"category_scores_gemma":[0.0001481533,0.00009621768,0.00004252439,0.0004549129,0.00006313006,0.000003591788,0.0003375485,0.00007018774,0.000002274741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007481728,"about_ca_system_score_gemma":0.00006664123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005364469,"about_ca_topic_score_gemma":0.005241731,"domain_scores_codex":[0.9992145,0.0001797118,0.0001896563,0.0002572408,0.00003550084,0.0001233837],"domain_scores_gemma":[0.9991747,0.00002422311,0.00007190854,0.0005824618,0.0000977678,0.00004889726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001701212,0.00005607099,0.9721799,0.00001015174,0.00006626311,5.771922e-7,0.00004803845,0.00008080182,0.02389276,0.0002221191,0.0007261097,0.002700219],"study_design_scores_gemma":[0.0004575913,0.0000567329,0.9328664,0.000004840986,0.0001121434,0.00001727513,0.00005690389,0.0002046293,0.0007845492,0.0007033985,0.06454968,0.0001858837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841752,0.01355014,0.0007344834,0.001032603,0.00004708206,0.00007139126,0.00008930886,0.000007823764,0.0002919744],"genre_scores_gemma":[0.9922425,0.001783759,0.002201073,0.000173747,0.00001568283,0.000006731614,0.003420136,0.000003614775,0.0001527248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06382357,"threshold_uncertainty_score":0.3923643,"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."}}