{"id":"W4394892476","doi":"10.1038/s41586-024-07263-w","title":"Hybrid speciation driven by multilocus introgression of ecological traits","year":2024,"lang":"en","type":"article","venue":"Nature","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Instituto Chico Mendes de Conservação da Biodiversidade; National Academy of Sciences; Agence Nationale de la Recherche; Sight Research UK; Deutsche Forschungsgemeinschaft; Smithsonian Institution; Natural Environment Research Council; Harvard University; Fundação de Amparo à Pesquisa do Estado de São Paulo; United States Agency for International Development; Conselho Nacional de Desenvolvimento Científico e Tecnológico; National Geographic Society","keywords":"Heliconius; Introgression; Biology; Reproductive isolation; Sympatric speciation; Evolutionary biology; Ecological speciation; Gene flow; Genetic algorithm; Hybrid zone; Incipient speciation; Müllerian mimicry; Coalescent theory; Population; Mimicry; Ecology; Genetics; Genetic variation; Phylogenetics; Gene","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":[0.0001849196,0.0002005027,0.0001866081,0.0006042235,0.0002503698,0.0003861586,0.0001990624,0.0002528681,0.001287809],"category_scores_gemma":[0.0002925372,0.0001347898,0.0001795369,0.0003564565,0.0002867835,0.0002164532,0.0005339796,0.0004101993,0.0002471549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003144871,"about_ca_system_score_gemma":0.00009275372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005391787,"about_ca_topic_score_gemma":0.001098626,"domain_scores_codex":[0.9998608,0.00001788816,0.000006724224,0.00005868546,0.00003163154,0.00002441414],"domain_scores_gemma":[0.9996865,0.0000823525,0.0001110091,0.0000336813,0.00003520149,0.0000512728],"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":[0.0001341686,0.00002780002,0.06428226,0.0000721321,0.00008866699,0.0004095287,0.0002346943,0.0002456636,0.9256473,0.0006507582,0.00008357342,0.008123492],"study_design_scores_gemma":[0.0000235909,0.0001979039,0.9288318,0.00002139795,0.00008498763,0.00206194,0.0003747719,0.002960689,0.06131691,0.001208488,0.002883966,0.00003355393],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953907,0.0002417509,0.002985107,0.00003386174,0.000007937151,0.00001000548,0.0001597385,0.00007203227,0.001098851],"genre_scores_gemma":[0.9986313,0.00007226237,0.0009078396,0.00003514402,0.000005895648,0.000005334824,0.0001357491,0.000008912857,0.0001974759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001287809,"threshold_uncertainty_score":0.004308164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004873548022027912,"score_gpt":0.2439610092515357,"score_spread":0.2390874612295078,"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."}}