{"id":"W2086228617","doi":"10.1111/j.1558-5646.2010.01158.x","title":"STRONGER CONVEX (STABILIZING) SELECTION ON HOMOLOGOUS SEXUAL DISPLAY TRAITS IN FEMALES THAN IN MALES: A MULTIPOPULATION COMPARISON IN DROSOPHILA SERRATA","year":2010,"lang":"en","type":"article","venue":"Evolution","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Genomics; University of Ottawa","funders":"Australian Research Council; University of Queensland","keywords":"Biology; Sexual selection; Mate choice; Selection (genetic algorithm); Evolutionary biology; Preference; Sex pheromone; Fecundity; Drosophila (subgenus); Zoology; Mating; Genetics; Demography; Population; Gene; Statistics; Artificial intelligence; Mathematics","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":[0.0002300876,0.0001359162,0.0002005414,0.00005037335,0.00009736918,0.00002206245,0.0000874169,0.0001504986,0.00002232855],"category_scores_gemma":[0.00006452967,0.00006739552,0.00002499066,0.0003738718,0.00004854107,0.000153666,0.00002495599,0.0003220405,0.00001450772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000946402,"about_ca_system_score_gemma":0.000006827037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003032766,"about_ca_topic_score_gemma":0.4509698,"domain_scores_codex":[0.9989486,0.00008734938,0.000262381,0.0002961957,0.000137828,0.0002675946],"domain_scores_gemma":[0.9997597,0.00009882516,0.00007410476,0.0000174523,0.00001840091,0.00003146545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008471145,0.0001731883,0.7857759,0.00000419543,0.000001314624,0.000002254812,0.0002133942,0.0001260017,0.2118395,0.0002931008,0.00001033712,0.001476038],"study_design_scores_gemma":[0.0002485822,0.0002455381,0.9930056,0.00002888486,0.000001893076,0.000003838668,0.0006702052,0.005148506,0.0002785434,0.0001845068,0.00004155604,0.000142398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991842,0.00006426647,0.000001429987,0.0002367228,0.000080089,0.0002556121,0.00002094989,0.00003442361,0.0001223153],"genre_scores_gemma":[0.9997,0.000004631255,0.00002573534,0.00001048632,0.0001294642,0.00002907107,0.00005978049,0.000001069671,0.00003972981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.447937,"threshold_uncertainty_score":0.5590486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05687799362555625,"score_gpt":0.2625216823148326,"score_spread":0.2056436886892764,"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."}}