{"id":"W1534656719","doi":"10.1111/evo.12296","title":"TEMPORAL VARIATION FAVORS THE EVOLUTION OF GENERALISTS IN EXPERIMENTAL POPULATIONS OF<i>DROSOPHILA MELANOGASTER</i>","year":2013,"lang":"en","type":"article","venue":"Evolution","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of General Medical Sciences; National Institutes of Health","keywords":"Generalist and specialist species; Biology; Drosophila melanogaster; Adaptation (eye); Evolutionary biology; Fecundity; Range (aeronautics); Local adaptation; Variable (mathematics); Phenotypic plasticity; Generalization; Population; Experimental evolution; Variation (astronomy); Ecology; Genetics; Demography; Habitat; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001602091,0.0001024129,0.000110825,0.0000764186,0.00005353231,0.000006714297,0.0001271063,0.000115081,0.00002465627],"category_scores_gemma":[0.00003594953,0.00008916303,0.00007180808,0.0001833337,0.00009174699,0.00001316014,0.00005674219,0.00005479002,0.000007485636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159148,"about_ca_system_score_gemma":0.00007285533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002179756,"about_ca_topic_score_gemma":0.000497119,"domain_scores_codex":[0.9990579,0.0001103511,0.0003496409,0.000182933,0.0001576221,0.0001415741],"domain_scores_gemma":[0.9994093,0.000005231022,0.0001822886,0.0002662927,0.000106373,0.00003057063],"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":[0.00002552796,0.000130019,0.1022329,0.000009869952,0.0000127014,7.805327e-8,0.0001817204,0.008232031,0.8807788,0.007837706,0.0005041935,0.00005442382],"study_design_scores_gemma":[0.0005614333,0.0001729795,0.9655592,0.00001375175,0.00001126014,0.000005370158,0.0003595717,0.01879311,0.01252579,0.00177761,0.00009033579,0.0001295691],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802805,0.000696016,0.01795063,0.0001461946,0.0001990369,0.0003021948,0.00001398761,0.000006790918,0.0004046195],"genre_scores_gemma":[0.9980311,0.000007792166,0.001450376,0.00002431885,0.00008884975,0.00003477112,0.0001420215,0.00001034341,0.0002103868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8682531,"threshold_uncertainty_score":0.3635963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01006124850686351,"score_gpt":0.2465852387680472,"score_spread":0.2365239902611836,"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."}}