{"id":"W1792683119","doi":"10.1111/j.1558-5646.2012.01658.x","title":"REDUCED GENETIC VARIANCE AMONG HIGH FITNESS INDIVIDUALS: INFERRING STABILIZING SELECTION ON MALE SEXUAL DISPLAYS IN<i>DROSOPHILA SERRATA</i>","year":2012,"lang":"en","type":"article","venue":"Evolution","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Selection (genetic algorithm); Trait; Evolutionary biology; Sexual selection; Pleiotropy; Stabilizing selection; Genetic variation; Disruptive selection; Genetics; Genetic Fitness; Genetic load; Directional selection; Natural selection; Phenotype; Gene; Population; Inbreeding; Demography","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":[0.0002167202,0.0001401109,0.0001421965,0.00001976312,0.0002801747,0.000033965,0.00009880945,0.00009352649,0.00005635044],"category_scores_gemma":[0.00004751846,0.00006770355,0.00002561579,0.0003488419,0.00003773554,0.000321927,0.00005719858,0.0001511197,0.00003456128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000110737,"about_ca_system_score_gemma":0.000005208558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001010975,"about_ca_topic_score_gemma":0.002999627,"domain_scores_codex":[0.9989343,0.00007868621,0.0001820128,0.0002373457,0.0001796565,0.0003880379],"domain_scores_gemma":[0.9997308,0.00007926183,0.00007934355,0.00002239538,0.00002351976,0.00006468013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001720107,0.00007959922,0.8342028,0.000006178882,0.000005565578,7.86837e-7,0.0001196941,0.0001172643,0.1640448,0.0003982945,0.0001432211,0.0008645863],"study_design_scores_gemma":[0.0001016665,0.000131549,0.9977872,0.00003630139,0.000007740485,0.000009288288,0.0001878131,0.0002037785,0.000967533,0.00020257,0.0001940332,0.0001705035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987915,0.0001936144,0.000008968038,0.0001291724,0.0001667077,0.0001529568,0.00002708227,0.00005744295,0.00047261],"genre_scores_gemma":[0.9991032,0.00001777154,0.00005171796,0.00002749396,0.0006067611,0.00002892171,0.000028347,0.000001354498,0.0001344512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1635844,"threshold_uncertainty_score":0.2760871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03402236641121763,"score_gpt":0.2197397361812099,"score_spread":0.1857173697699922,"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."}}