{"id":"W4252015269","doi":"10.1111/jbi.12958","title":"Phylogeography","year":2017,"lang":"en","type":"article","venue":"Journal of Biogeography","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phylogeography; Ecology; Biogeography; Vicariance; Range (aeronautics); Biology; Geography; Phylogenetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001506055,0.00008274645,0.0001123322,0.0001369071,0.0002381633,0.00007398111,0.0004342472,0.00009489847,0.00002997173],"category_scores_gemma":[0.00004099641,0.00007052848,0.0003288259,0.00004950506,0.0001330273,0.000006708711,0.00007725893,0.00007488441,0.000002720664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001032835,"about_ca_system_score_gemma":0.0000183553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008879279,"about_ca_topic_score_gemma":0.000004887886,"domain_scores_codex":[0.9994512,0.0000198757,0.0001703895,0.00009552333,0.0001510106,0.0001119576],"domain_scores_gemma":[0.9989818,0.000002492053,0.0004229951,0.0003366175,0.0001714363,0.00008465417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001034647,0.00003686754,0.9146501,0.000006362523,0.0002032156,0.00001056967,0.00002526391,0.00001414058,0.07319708,0.0001203778,0.005594664,0.006037836],"study_design_scores_gemma":[0.0005928839,0.0002785402,0.8144779,0.000009680261,0.00004139742,0.00005487143,0.00004081746,5.163126e-7,0.01804269,0.000672456,0.1656775,0.0001108448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959912,0.0007724871,0.0002869387,0.0002426263,0.0005587144,0.00003396467,0.00001771277,0.000001894275,0.002094415],"genre_scores_gemma":[0.997607,0.0002623851,0.001564182,0.0001526372,0.0003488448,2.197626e-7,0.000006835603,0.000005106626,0.00005282427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1600828,"threshold_uncertainty_score":0.2876068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01030967320740805,"score_gpt":0.2461631655712508,"score_spread":0.2358534923638428,"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."}}