{"id":"W7165137332","doi":"10.5061/dryad.5qfttdz8c","title":"Scripts from: Whole-genome resequencing reveals complex effects of geographical–palaeoclimatic interactions on diversification of moustache toads in East Asia","year":2022,"lang":"en","type":"dataset","venue":"DRYAD","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"National Natural Science Foundation of China","keywords":"Population; East Asia; Biological dispersal; Phylogeography; Pleistocene; Population size; Effective population size; Diversification (marketing strategy)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001006617,0.0005909818,0.001344902,0.002602378,0.000189421,0.00004768911,0.001299716,0.0003080748,0.004129088],"category_scores_gemma":[0.00116001,0.0006689017,0.0003506053,0.002087732,0.0003254887,0.0002546986,0.0005923031,0.001562672,0.0005701945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009398509,"about_ca_system_score_gemma":0.0001323363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005814585,"about_ca_topic_score_gemma":0.001034149,"domain_scores_codex":[0.994408,0.001376873,0.001439289,0.0009389826,0.001282854,0.0005539992],"domain_scores_gemma":[0.9947851,0.001012272,0.001800741,0.002016473,0.0002219152,0.0001635535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002847445,0.001031159,0.0008864782,0.001727978,0.0003117464,0.00007071273,0.0006024482,0.0002313542,0.1769222,0.00004485259,0.8178237,0.0000626355],"study_design_scores_gemma":[0.005384041,0.001520539,0.1534048,0.005966513,0.00206014,0.00002307481,0.003872594,0.0005427876,0.001586194,0.001168294,0.8220558,0.002415252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.06778958,0.0002129279,0.000005742761,0.0001140086,0.0003887122,0.001417558,0.9298594,0.00005857885,0.000153509],"genre_scores_gemma":[0.1709831,0.00004953003,0.0001394176,0.00005134438,0.0000575666,0.0002089518,0.8283827,0.00008711108,0.00004025199],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.175336,"threshold_uncertainty_score":0.9995762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05138660713590525,"score_gpt":0.2997170308562628,"score_spread":0.2483304237203575,"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."}}