{"id":"W4407152338","doi":"10.1093/pnasnexus/pgae586","title":"Isotope geolocation and population genomics in <i>Vanessa cardui:</i> Short- and long-distance migrants are genetically undifferentiated","year":2025,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Knut och Alice Wallenbergs Stiftelse; Departament de Recerca i Universitats, Generalitat de Catalunya; Svenska Forskningsrådet Formas","keywords":"Panmixia; Population; Biological dispersal; Ecology; Geography; Biology; Isolation by distance; Genetic structure; Evolutionary biology; Genetic variation; Demography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001534973,0.000198775,0.0002655033,0.00100953,0.000422726,0.0004742461,0.0002736095,0.0002649417,0.001352357],"category_scores_gemma":[0.000269852,0.0001450201,0.0002042421,0.0007112747,0.0003054602,0.0001528932,0.0003599015,0.0003031583,0.0001986841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002476384,"about_ca_system_score_gemma":0.0001244239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00745114,"about_ca_topic_score_gemma":0.01090667,"domain_scores_codex":[0.9998503,0.00001337827,0.000006974951,0.00008208667,0.00001840828,0.00002884771],"domain_scores_gemma":[0.9998541,0.00002760194,0.00004804503,0.00001372069,0.00003181636,0.00002474283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005955272,0.0001301701,0.3170217,0.00007647351,0.0001889558,0.0001789757,0.001714547,0.0001905007,0.6610637,0.0002521817,0.0002185699,0.01836864],"study_design_scores_gemma":[0.000006754543,0.00007265136,0.9948589,0.000006291682,0.00003118745,0.0001409975,0.0004536696,0.0002826995,0.003215117,0.00004250944,0.0008791888,0.0000100694],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990101,0.00012546,0.0002182377,0.000009024704,0.000003993403,0.00000419582,0.0003727298,0.000006518247,0.00024977],"genre_scores_gemma":[0.9984028,0.00004538282,0.0003773113,0.00002648917,0.000002737978,0.00001049915,0.0007419792,0.000007402009,0.0003854657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00745114,"threshold_uncertainty_score":0.01481557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00844922850061551,"score_gpt":0.2319173309752195,"score_spread":0.223468102474604,"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."}}