{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004156501,0.0002452322,0.0003827079,0.0009578126,0.001466715,0.0008405069,0.0005129172,0.0005069937,0.001358292],"category_scores_gemma":[0.001441193,0.0002203421,0.0001934482,0.0004931199,0.001472001,0.0002971876,0.001285853,0.0005512554,0.0001649821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008921756,"about_ca_system_score_gemma":0.0005874341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01800524,"about_ca_topic_score_gemma":0.04717905,"domain_scores_codex":[0.9996369,0.00005772177,0.00003626111,0.0001326334,0.00007428725,0.00006229574],"domain_scores_gemma":[0.9991737,0.0001252365,0.0002085123,0.000119645,0.0001053627,0.0002673567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008732766,0.0001368693,0.8699962,0.00004425489,0.0002041581,0.0003975394,0.003122858,0.0003744052,0.1156086,0.000929404,0.0001159384,0.008196488],"study_design_scores_gemma":[0.00005085847,0.00009647835,0.9967297,0.000006909127,0.00003886871,0.0003302064,0.0006798771,0.00076919,0.000865121,0.0002819778,0.0001343956,0.00001644485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998015,0.000007062036,0.00003020784,0.0000046961,5.114102e-7,0.000001055587,0.000007334215,0.000001197044,0.0001464988],"genre_scores_gemma":[0.9998019,0.000005394809,0.00008829894,0.000009169487,7.766691e-7,0.00000269203,0.00003940084,9.544498e-7,0.00005135742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01800524,"threshold_uncertainty_score":0.03580087,"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."}}