{"id":"W2889188431","doi":"10.1038/s41437-018-0135-5","title":"Disentangling the genetic effects of refugial isolation and range expansion in a trans-continentally distributed species","year":2018,"lang":"en","type":"article","venue":"Heredity","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"College of Staten Island, City University of New York; City University of New York; Ministry of Environment; Wisconsin Department of Natural Resources; University of Wisconsin-Madison; Gerstner Family Foundation","keywords":"Coalescent theory; Allopatric speciation; Refugium (fishkeeping); Painted turtle; Approximate Bayesian computation; Biology; Phylogeography; Range (aeronautics); Ecology; Environmental niche modelling; Isolation by distance; Genetic diversity; Evolutionary biology; Demographic history; Population; Genetic structure; Ecological niche; Genetic variation; Habitat; Phylogenetics; Turtle (robot)","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":[0.00008651715,0.00004641807,0.00006141363,0.000006874717,0.00005607565,0.000003762485,0.00004941692,0.00004182708,0.0001156478],"category_scores_gemma":[0.00002337217,0.00003263086,0.0000138122,0.00007471207,0.0002210035,0.00005609699,0.00002552267,0.00004212512,0.000007936501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002024206,"about_ca_system_score_gemma":0.000002520821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008373849,"about_ca_topic_score_gemma":0.0009106914,"domain_scores_codex":[0.9996067,0.00005905782,0.00009532164,0.0001029378,0.0000629866,0.00007301159],"domain_scores_gemma":[0.9998159,0.00005577413,0.00003579922,0.00007478153,0.000003905412,0.00001384191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007400451,0.00002679607,0.953811,0.000008430799,0.00000210161,0.000001441429,0.000671836,0.000003200023,0.042248,0.00001181317,0.0001065801,0.003034805],"study_design_scores_gemma":[0.0003133405,0.00005687403,0.9913986,0.00001290604,0.000006579152,0.000001348905,0.0000459539,0.0007891722,0.006606587,0.000178045,0.0005533609,0.00003728189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989305,0.00005523811,0.0003879899,0.0001785713,0.0001465018,0.0001447568,0.000003264773,0.000007474139,0.0001457454],"genre_scores_gemma":[0.9997551,0.00002440939,0.00006765317,0.00003683564,0.00007831262,0.000005525168,0.000006765218,0.000001760504,0.00002364643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03758755,"threshold_uncertainty_score":0.1330648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007077523585929774,"score_gpt":0.2015963169375853,"score_spread":0.1945187933516555,"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."}}