{"id":"W3173817582","doi":"10.1101/2021.06.23.449605","title":"Post-Insemination Selection Dominates Pre-Insemination Selection in Driving Rapid Evolution of Male Competitive Ability","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"USAF Phillips Laboratory; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; University of Oregon","keywords":"Insemination; Biology; Sexual selection; Selection (genetic algorithm); Reproductive success; Sperm competition; Evolutionary biology; Population; Sperm; Genetics; Demography; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003010262,0.000300957,0.0002076034,0.0002338324,0.000242077,0.0004331345,0.0003592229,0.0003121524,0.001746386],"category_scores_gemma":[0.0004296359,0.0001762779,0.0001659543,0.00008180122,0.0002836875,0.0002457605,0.0005215575,0.0005221838,0.0001612725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003370945,"about_ca_system_score_gemma":0.0002783882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005213736,"about_ca_topic_score_gemma":0.001450844,"domain_scores_codex":[0.9998273,0.00002945101,0.00001215012,0.00004041825,0.00005183771,0.00003880647],"domain_scores_gemma":[0.9996214,0.000106162,0.0000876905,0.00003713737,0.00003975119,0.0001078165],"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":[0.00008564755,0.00006259772,0.005855485,0.00004346608,0.00001988292,0.00007179163,0.00001827983,0.0008051607,0.9892302,0.0004813567,0.00003952392,0.003286585],"study_design_scores_gemma":[0.00007115928,0.002079579,0.3618296,0.00005165571,0.0001515808,0.0008666024,0.0002588792,0.0421188,0.587335,0.001174192,0.003953361,0.0001095466],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981701,0.0001129259,0.0009651801,0.00003086618,0.000005112367,0.00000646445,0.00003075027,0.0000179498,0.0006604686],"genre_scores_gemma":[0.9988795,0.00005909518,0.000707215,0.00002963246,0.000002742982,0.000006591,0.00002676102,0.000007132152,0.0002814293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001746386,"threshold_uncertainty_score":0.005842268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003665915971756482,"score_gpt":0.2123991669084404,"score_spread":0.2087332509366839,"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."}}