{"id":"W2115050723","doi":"10.1111/j.1095-8312.2008.00978.x","title":"Evidence for asymmetric migration load in a pair of ecologically divergent stickleback populations","year":2008,"lang":"en","type":"article","venue":"Biological Journal of the Linnean Society","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"University of Texas at Austin","keywords":"Stickleback; Biology; Maladaptation; Ecology; Gene flow; Local adaptation; Gasterosteus; Population; Directional selection; Selection (genetic algorithm); Ecological speciation; Disruptive selection; Adaptation (eye); Evolutionary biology; Natural selection; Fishery; Genetic variation; Gene; Fish <Actinopterygii>","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003931688,0.00008245515,0.0001615139,0.00001686396,0.0001030279,0.000004507707,0.0002733621,0.0001884765,0.00001114057],"category_scores_gemma":[0.0008256287,0.0000488954,0.0003919842,0.0001793246,0.000118316,0.00000511124,0.00009972897,0.0001037035,5.180939e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003158328,"about_ca_system_score_gemma":0.00008687135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005515774,"about_ca_topic_score_gemma":0.00001051678,"domain_scores_codex":[0.9991466,0.0001077308,0.0003544589,0.0001183058,0.000158089,0.0001147973],"domain_scores_gemma":[0.9991372,0.00007704997,0.0003412641,0.0001180064,0.0002847539,0.00004169788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003163098,0.0001668515,0.9341462,0.00001762937,0.00007214634,0.000001366886,0.0002938296,0.003596347,0.04791542,0.0001585929,0.01218793,0.001127426],"study_design_scores_gemma":[0.0006956913,0.000687348,0.9867561,0.00003000223,0.00002904699,0.00002140452,0.0001487417,0.0001290015,0.006207953,0.0007329715,0.004462399,0.00009935713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995757,0.000861569,0.002358289,0.0005956045,0.0002227724,0.0001630577,0.00001926908,0.000001709558,0.00002071583],"genre_scores_gemma":[0.9903296,0.0007410793,0.008355838,0.0003525269,0.0001392651,0.000001535932,0.000008454569,0.000002439923,0.0000692562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05260994,"threshold_uncertainty_score":0.1993897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1515894185514552,"score_gpt":0.3088478414428935,"score_spread":0.1572584228914383,"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."}}