{"id":"W4411716701","doi":"10.1093/evolut/qpaf106","title":"Complex effects of assortative mating on adaptation to environmental change in the presence of sex-specific selection","year":2025,"lang":"en","type":"article","venue":"Evolution","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Montpellier Université d'Excellence","keywords":"Assortative mating; Biology; Sexual selection; Mating; Adaptation (eye); Natural selection; Ecology; Disruptive selection; Maladaptation; Ecological selection; Sexual conflict; Selection (genetic algorithm); Trait; Evolutionary biology; Genetics","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":[0.001696265,0.0004605064,0.0007928205,0.0005121598,0.0004862283,0.001200439,0.0006524082,0.0007387204,0.002001307],"category_scores_gemma":[0.004782016,0.0003066395,0.0006931353,0.0003681521,0.001199626,0.001051516,0.001027856,0.0005186212,0.0002090367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005776051,"about_ca_system_score_gemma":0.0002837267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001560705,"about_ca_topic_score_gemma":0.001503604,"domain_scores_codex":[0.9993517,0.0003402966,0.00003690435,0.0001265852,0.00006031308,0.00008423862],"domain_scores_gemma":[0.9971235,0.001631607,0.0005149668,0.0003144518,0.0001063094,0.0003092135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001113294,0.0004618119,0.3221231,0.0002943279,0.001722001,0.002892515,0.0009339463,0.499076,0.09974295,0.04425882,0.0007295569,0.02665176],"study_design_scores_gemma":[0.00009182179,0.0004693387,0.3300476,0.00002895237,0.0004493076,0.0006360501,0.0004698799,0.6168824,0.004013322,0.04603748,0.0006976196,0.0001761364],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937847,0.00008532841,0.004755374,0.0001099697,0.000007195203,0.000006174394,0.00003725761,0.00003238596,0.001181655],"genre_scores_gemma":[0.9992725,0.00003743835,0.0004925561,0.00002684828,0.000003771585,0.000005841812,0.00001051772,0.000007701623,0.0001428156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002001307,"threshold_uncertainty_score":0.008970797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03963517953233554,"score_gpt":0.2582113010833795,"score_spread":0.218576121551044,"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."}}