{"id":"W3082202594","doi":"10.1101/2020.08.28.269753","title":"Clinal genomic analysis reveals strong reproductive isolation across a steep habitat transition in stickleback fish","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":2,"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); Reproductive isolation; Stickleback; Biology; Gene flow; Isolation by distance; Biological dispersal; Evolutionary biology; Local adaptation; Hybrid zone; Ecological speciation; Population; Ecology; Locus (genetics); Genetics; Genetic variation; Gene; Fishery","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":[0.0001193576,0.00007776358,0.000163282,0.0005123775,0.0002335601,0.0003091048,0.0001235739,0.0001691117,0.0009850712],"category_scores_gemma":[0.0002675024,0.00009630662,0.0001373269,0.0004320825,0.000348425,0.0001021725,0.000327201,0.0002379391,0.00008661339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001780639,"about_ca_system_score_gemma":0.0001171901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003531517,"about_ca_topic_score_gemma":0.005900859,"domain_scores_codex":[0.9999547,0.000007549517,0.000002528653,0.00002021743,0.000007965063,0.000007021439],"domain_scores_gemma":[0.9998591,0.00003650981,0.00004377664,0.0000189295,0.00001360015,0.00002816146],"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":[0.000436574,0.00005481598,0.451293,0.00009715675,0.0002037939,0.0005943938,0.0009011314,0.005158409,0.5232809,0.001122599,0.0003386487,0.01651859],"study_design_scores_gemma":[0.000005570502,0.00004021716,0.9929119,0.000003115954,0.00001609811,0.0001356929,0.0001930941,0.003530317,0.002560078,0.0003468796,0.0002463583,0.00001075573],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994042,0.00001724889,0.0003631989,0.000006960698,5.578399e-7,0.000001037231,0.00008350732,0.000009879447,0.000113361],"genre_scores_gemma":[0.9995136,0.00001058442,0.0002712579,0.00001042421,6.761537e-7,0.000002368572,0.0001085659,0.000003377736,0.00007901435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003531517,"threshold_uncertainty_score":0.007021904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658207214594708,"score_gpt":0.2444129543017083,"score_spread":0.2278308821557612,"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."}}