{"id":"W2897852828","doi":"10.1098/rsbl.2018.0474","title":"Genetic trade-offs between male reproductive traits in<i>Drosophila melanogaster</i>","year":2018,"lang":"en","type":"article","venue":"Biology Letters","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Wilfrid Laurier University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Fecundity; Drosophila melanogaster; Reproductive success; Offspring; Genetic variation; Sexual selection; Sire; Evolutionary biology; Zoology; Selection (genetic algorithm); Genetics; Population; Demography; Gene; Pregnancy","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":[0.0002080966,0.0001476951,0.0001938284,0.00002062501,0.0001262614,0.00001232696,0.0001960177,0.0001391739,0.0001761824],"category_scores_gemma":[0.00002380188,0.00006116068,0.00006735503,0.0002370491,0.0003413769,0.00006346002,0.00004291417,0.0001411691,0.00009358332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002426238,"about_ca_system_score_gemma":0.000003235705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001093943,"about_ca_topic_score_gemma":0.00008081891,"domain_scores_codex":[0.998585,0.0001434588,0.0002211469,0.0006505103,0.00006966281,0.0003301831],"domain_scores_gemma":[0.9997358,0.00004257301,0.00006871363,0.00008046131,0.00001705356,0.00005540797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001744238,0.0000205783,0.2999684,8.52733e-7,0.000005061804,0.000004939279,0.00007485696,1.348112e-7,0.6789339,0.0000122642,0.0004656071,0.02049603],"study_design_scores_gemma":[0.0001013015,0.0003535555,0.9805083,0.000005267706,0.00001259068,0.00004211277,0.00004465041,4.624474e-7,0.01055951,0.0000956026,0.008121758,0.00015485],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859559,0.00007239308,0.000005103942,0.01316216,0.0002776515,0.0001950367,0.00002379772,0.00004989341,0.00025809],"genre_scores_gemma":[0.9959645,0.000008987671,0.0001272496,0.0008643272,0.00291766,0.00001398875,0.00002921068,0.000001447864,0.00007266023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.68054,"threshold_uncertainty_score":0.249406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0283510214443676,"score_gpt":0.2401679979009954,"score_spread":0.2118169764566278,"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."}}