{"id":"W2883926313","doi":"10.1101/374454","title":"Genetic differentiation is determined by geographic distance in <i>Clarkia pulchella</i>","year":2018,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; Botanical Society of America","keywords":"Range (aeronautics); Genetic diversity; Gene flow; Biology; Geographical distance; Ecology; Context (archaeology); Genetic structure; Population; Genetic drift; Evolutionary biology; Geography; Demography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001866044,0.000122252,0.0001974631,0.0009716742,0.0004311407,0.0003466025,0.0002234272,0.0001606375,0.0008016614],"category_scores_gemma":[0.0004408853,0.0001087074,0.0001278757,0.0005426417,0.0004013219,0.0001309315,0.0002899833,0.0002165752,0.00008095668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004693409,"about_ca_system_score_gemma":0.0001398351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01517607,"about_ca_topic_score_gemma":0.02430719,"domain_scores_codex":[0.9998528,0.00002274684,0.00001090947,0.0000657104,0.00002520757,0.00002265796],"domain_scores_gemma":[0.9996418,0.00008069723,0.0001307039,0.0000285192,0.00006286229,0.00005529982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003395427,0.00007936512,0.8076547,0.00004549591,0.0001732798,0.0001724497,0.001181902,0.0006478812,0.1777729,0.000323425,0.000163749,0.0114452],"study_design_scores_gemma":[0.000006802741,0.00002849695,0.9984648,0.000003946587,0.00001206034,0.0000589722,0.0001443327,0.0004147953,0.0006387008,0.00006003671,0.0001637834,0.000003174201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997361,0.00001889563,0.0000516677,0.000006193567,6.325993e-7,0.000001082414,0.00002525911,0.00000202559,0.0001581142],"genre_scores_gemma":[0.9998191,0.000008477696,0.00007146713,0.000005360029,8.307965e-7,0.000001480484,0.00005102014,0.00000144742,0.00004080727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01517607,"threshold_uncertainty_score":0.03017545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006487307466385191,"score_gpt":0.1953336850769563,"score_spread":0.1888463776105711,"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."}}