{"id":"W3030635482","doi":"10.1101/2020.05.25.113688","title":"Haplotype tagging reveals parallel formation of hybrid races in two butterfly species","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Biotechnology and Biological Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; Max-Planck-Gesellschaft; University of Calgary","keywords":"Biology; Heliconius; Hybrid zone; Haplotype; Evolutionary biology; Introgression; Genetics; Allele; Genetic variation; Gene; Gene flow","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001276632,0.00007136346,0.0001314448,0.0004037759,0.000210311,0.0002020085,0.0001097099,0.0001927684,0.001022899],"category_scores_gemma":[0.0002222461,0.0001068975,0.000134247,0.0001928252,0.0001788277,0.0001011467,0.0002776853,0.0002072221,0.0001777989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001576882,"about_ca_system_score_gemma":0.00007243826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001059778,"about_ca_topic_score_gemma":0.002764206,"domain_scores_codex":[0.9999179,0.0000110409,0.000006377038,0.00003910162,0.00001193422,0.0000137125],"domain_scores_gemma":[0.9997994,0.00005321442,0.00006669093,0.00003127953,0.00001987465,0.00002941218],"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":[0.0002837371,0.00003004758,0.07456214,0.00003726374,0.00003910215,0.0002200187,0.0004997858,0.0002590487,0.9139022,0.0001830664,0.00008405797,0.009899507],"study_design_scores_gemma":[0.00002162891,0.0001009363,0.9435389,0.000008331652,0.00003285276,0.0004309661,0.0002709743,0.001951734,0.05156503,0.0001514906,0.001913405,0.00001380193],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987416,0.0000360456,0.0007544945,0.000007949916,0.000001291575,0.000003827191,0.0001731146,0.00001937388,0.0002624621],"genre_scores_gemma":[0.9977298,0.00001233778,0.001567329,0.0000278542,0.000001432962,0.000006565858,0.0004211565,0.00001426331,0.0002192314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001059778,"threshold_uncertainty_score":0.003421962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01869038333387843,"score_gpt":0.2312920887840254,"score_spread":0.212601705450147,"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."}}