{"id":"W4411175813","doi":"10.1093/evolut/qpaf125","title":"Local adaptation of male sexual fitness in <i>Drosophila melanogaster</i>","year":2025,"lang":"en","type":"article","venue":"Evolution","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Drosophila melanogaster; Adaptation (eye); Evolutionary biology; Drosophila (subgenus); Experimental evolution; Zoology; Genetics; Gene; Neuroscience","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001761143,0.0002578837,0.0001638661,0.0002877169,0.0002259065,0.0003934229,0.0002259022,0.0002166965,0.0009330839],"category_scores_gemma":[0.000182036,0.0001154532,0.0003025583,0.0001470537,0.0002545349,0.0002009377,0.0002786328,0.0002777771,0.0001448058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004860969,"about_ca_system_score_gemma":0.000134814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00119059,"about_ca_topic_score_gemma":0.004445979,"domain_scores_codex":[0.9998658,0.00002399737,0.00001400921,0.00005193966,0.00002836943,0.00001585482],"domain_scores_gemma":[0.9998463,0.00002396443,0.00005348536,0.00002189655,0.00001664057,0.00003756101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005469626,0.00002244621,0.01091103,0.00004240032,0.00003067363,0.00005710131,0.00003783312,0.0001513152,0.9858878,0.0001275134,0.00004397442,0.0026332],"study_design_scores_gemma":[0.00001602895,0.0006626928,0.6806268,0.00001575012,0.00007236325,0.0006297653,0.0001866131,0.001469145,0.3148592,0.0001692498,0.001267406,0.00002492687],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984822,0.0003361185,0.0003901902,0.00002738208,0.000002644875,0.000005406578,0.0000995354,0.00001328404,0.0006433467],"genre_scores_gemma":[0.9985268,0.0001407392,0.0005273885,0.00003552897,0.000002272034,0.000009079708,0.0001315701,0.000008120244,0.000618465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00119059,"threshold_uncertainty_score":0.003526866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00902755104532662,"score_gpt":0.2430521642516537,"score_spread":0.234024613206327,"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."}}