{"id":"W2423564589","doi":"10.1186/s12862-016-0699-8","title":"Experimental evolution under hyper-promiscuity in Drosophila melanogaster","year":2016,"lang":"en","type":"article","venue":"BMC Evolutionary Biology","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jesus College, University of Oxford; Biotechnology and Biological Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; Fundacja na rzecz Nauki Polskiej; Natural Environment Research Council; Lloyd's Tercentenary Research Foundation; Association for the Study of Animal Behaviour; Sight Research UK; Wellcome Trust; Jesus College, University of Cambridge; Wellcome","keywords":"Biology; Drosophila melanogaster; Entomology; Promiscuity; Evolutionary biology; Drosophila (subgenus); Zoology; Genetics; Ecology; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001456025,0.0001290079,0.0001383171,0.00002215103,0.0001214902,0.000004937815,0.0001342979,0.0001767352,0.0008162232],"category_scores_gemma":[0.00002317626,0.00004215147,0.00007830477,0.0001377807,0.000182074,0.0001422638,0.00008050999,0.00006907248,0.0002264765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001898185,"about_ca_system_score_gemma":0.00001583883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001651961,"about_ca_topic_score_gemma":0.0001234916,"domain_scores_codex":[0.9988278,0.0001498168,0.0002064562,0.0004489272,0.00008542979,0.0002815423],"domain_scores_gemma":[0.9997205,0.00006752523,0.00005317618,0.00006943732,0.00003377836,0.00005554964],"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":[0.0000609729,0.0001052536,0.3038763,5.952127e-7,0.0000014286,4.611805e-7,0.000005476702,9.064781e-7,0.6916074,0.003110617,0.0001098669,0.00112075],"study_design_scores_gemma":[0.000270556,0.0003124048,0.9882827,0.00000930928,0.000003315236,0.00003364939,0.0001283251,0.000006588486,0.005408849,0.003772785,0.00162526,0.0001462423],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971367,0.000557422,0.00009629699,0.001185028,0.0003066295,0.0001723946,0.00002757823,0.00006447691,0.0004535312],"genre_scores_gemma":[0.9987775,0.000009481822,0.0001011461,0.00004343779,0.0004042109,0.00003630163,0.00004129822,0.000001072537,0.0005855355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6861986,"threshold_uncertainty_score":0.8937071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03888446926226068,"score_gpt":0.2583639722711635,"score_spread":0.2194795030089028,"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."}}