{"id":"W4387931256","doi":"10.1093/evolut/qpad191","title":"Sexual selection and the nonrandom union of gametes: retesting for assortative mating by fitness in <i>Drosophila melanogaster</i>","year":2023,"lang":"en","type":"article","venue":"Evolution","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Wilfrid Laurier University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Assortative mating; Drosophila melanogaster; Mating; Selection (genetic algorithm); Evolutionary biology; Sexual selection; Zoology; Genetics; Gene; Machine learning","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":[0.0008552196,0.0002243212,0.0002119371,0.0005440195,0.0002425335,0.0003942965,0.0003041415,0.0002939414,0.0005387602],"category_scores_gemma":[0.001512227,0.000150106,0.0001571242,0.0002171432,0.0007551966,0.0003227942,0.0003617766,0.0003600851,0.00007864603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002036158,"about_ca_system_score_gemma":0.0001307007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004606209,"about_ca_topic_score_gemma":0.0009929026,"domain_scores_codex":[0.9996278,0.000138688,0.00003691085,0.00009017999,0.00008615422,0.00002014242],"domain_scores_gemma":[0.9985921,0.000534769,0.0005392064,0.0001580126,0.00006654036,0.0001092912],"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":[0.0004388722,0.0001505509,0.3287082,0.0001460878,0.0001770231,0.0003707623,0.0006304834,0.0008374847,0.6453846,0.001205402,0.0000961953,0.02185443],"study_design_scores_gemma":[0.00001275575,0.0005601601,0.948174,0.00001176445,0.00006138713,0.0008226364,0.0002403869,0.003110169,0.04570267,0.0008869823,0.0003873867,0.00002969929],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983936,0.0002305295,0.000940049,0.00002059115,0.000002105979,0.000007435016,0.00003955972,0.000006650198,0.000359455],"genre_scores_gemma":[0.9986082,0.00009057923,0.001018253,0.00003333041,0.000002984413,0.00001463197,0.0000643919,0.000003863444,0.0001638105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008552196,"threshold_uncertainty_score":0.00452292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02167310861170795,"score_gpt":0.2449221057189977,"score_spread":0.2232489971072897,"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."}}