{"id":"W2516017752","doi":"10.1111/mec.13805","title":"Adaptive genomic divergence under high gene flow between freshwater and brackish‐water ecotypes of prickly sculpin (<i>Cottus asper</i>) revealed by Pool‐Seq","year":2016,"lang":"en","type":"article","venue":"Molecular Ecology","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"European Research Council; Natural Sciences and Engineering Research Council of Canada; Alberta Innovates - Technology Futures","keywords":"Biology; Ecotype; Sculpin; Brackish water; Gene flow; Cottus; Divergence (linguistics); Evolutionary biology; Zoology; Ecology; Gene; Fishery; Fish <Actinopterygii>; Genetic variation; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001251305,0.0002248632,0.0002948482,0.00006154746,0.00008927232,0.00001173962,0.0002455719,0.0003394896,0.0003297599],"category_scores_gemma":[0.00002314818,0.0001646608,0.00009154781,0.00004761674,0.0002099041,0.000007887068,0.0003526384,0.00007440409,0.00004358911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002338255,"about_ca_system_score_gemma":0.0000383588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005025039,"about_ca_topic_score_gemma":0.0001109639,"domain_scores_codex":[0.9985605,0.0001606003,0.0002756969,0.0005116729,0.0001266729,0.000364885],"domain_scores_gemma":[0.9993101,0.00001772014,0.0001064539,0.0003324397,0.0001123328,0.0001209175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008382124,0.00002213776,0.07407368,0.00001083231,0.0002159063,0.00000837666,0.0000483843,0.0001813775,0.922883,0.00006173692,0.001428486,0.0009822522],"study_design_scores_gemma":[0.001203396,0.0004391425,0.2292208,0.000007116431,0.0001082222,0.00001574101,0.00001840937,0.00001290721,0.7620381,0.00136645,0.005243582,0.0003261438],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890237,0.0004350728,0.009132118,0.0005554662,0.000160975,0.000221341,0.0004024617,0.00001048661,0.00005842013],"genre_scores_gemma":[0.995372,0.0001403163,0.00289679,0.0004703446,0.00007649435,0.000007476202,0.0002766868,0.00002436213,0.0007355455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.160845,"threshold_uncertainty_score":0.6714674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006160389719115022,"score_gpt":0.194854247488682,"score_spread":0.188693857769567,"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."}}