{"id":"W3188842065","doi":"10.1038/s41467-021-25039-y","title":"Clinal genomic analysis reveals strong reproductive isolation across a steep habitat transition in stickleback fish","year":2021,"lang":"en","type":"article","venue":"Nature Communications","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fisheries and Oceans Canada; Eidgenössische Technische Hochschule Zürich; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; McGill University; Freiwillige Akademische Gesellschaft; Universität Basel; National Science Foundation","keywords":"Cline (biology); Stickleback; Reproductive isolation; Biology; Gene flow; Evolutionary biology; Biological dispersal; Local adaptation; Isolation by distance; Population; Hybrid zone; Locus (genetics); Ecology; Genetics; Genetic variation; Gene; Fishery; Fish <Actinopterygii>","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":[0.0001215757,0.00008227005,0.0001708842,0.0004872548,0.0002701567,0.000320095,0.0001392193,0.0001736878,0.0008088455],"category_scores_gemma":[0.0003601767,0.000092629,0.0001604311,0.0004475622,0.0004294371,0.0001246004,0.0003782632,0.0002677331,0.00006744255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002107711,"about_ca_system_score_gemma":0.0001756049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004012863,"about_ca_topic_score_gemma":0.008069014,"domain_scores_codex":[0.9999418,0.00001017819,0.000003511054,0.00002586255,0.00000941645,0.00000930702],"domain_scores_gemma":[0.9998517,0.00003757443,0.0000462039,0.00001807412,0.00001374064,0.00003270123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005320195,0.000061795,0.5569478,0.000115622,0.0002566109,0.0007454714,0.001561826,0.005162915,0.4143721,0.001359825,0.0003096375,0.01857424],"study_design_scores_gemma":[0.000005857979,0.00004784831,0.9948413,0.000003116996,0.00001832768,0.0001383201,0.0002516906,0.002794769,0.001362661,0.0003421507,0.0001830741,0.00001092998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996175,0.00001484045,0.0002149777,0.000006167323,4.208804e-7,9.974013e-7,0.00004274762,0.000006548111,0.00009572843],"genre_scores_gemma":[0.9996659,0.00001077106,0.0001737756,0.00001099464,4.989143e-7,0.0000024768,0.00007621552,0.000002320078,0.00005703837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004012863,"threshold_uncertainty_score":0.007978976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01968157509787243,"score_gpt":0.3118721906055114,"score_spread":0.292190615507639,"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."}}