{"id":"W1988028924","doi":"10.1038/420377a","title":"Rapid and costly ageing in wild male flies","year":2002,"lang":"en","type":"article","venue":"Nature","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":164,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Senescence; Ageing; Biology; Natural selection; Reproduction; Longevity; Insect; Zoology; Selection (genetic algorithm); Ecology; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001900221,0.0002821373,0.0002388683,0.0004197275,0.0001461535,0.0002466828,0.000251319,0.0003959498,0.000916897],"category_scores_gemma":[0.0002518921,0.0002136191,0.0002102516,0.000136303,0.0002714135,0.0002763797,0.0002279716,0.0004675689,0.0002007452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003009553,"about_ca_system_score_gemma":0.0001197889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007931635,"about_ca_topic_score_gemma":0.001891416,"domain_scores_codex":[0.9998692,0.00002041098,0.00001465984,0.00003473633,0.00004347462,0.00001749033],"domain_scores_gemma":[0.9997026,0.00005329855,0.0001065208,0.00005290264,0.00002361282,0.00006097651],"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":[0.0001366094,0.000011317,0.0006582098,0.00002350751,0.000008477,0.00008018559,0.00001394821,0.00009072426,0.9966251,0.0002276108,0.00005606095,0.002068334],"study_design_scores_gemma":[0.00009197076,0.0007671152,0.1066484,0.00003292926,0.00006533425,0.002552682,0.0001112727,0.002586003,0.8827031,0.001009961,0.003389316,0.00004198194],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956287,0.001340799,0.001839422,0.00008517857,0.00002095708,0.000007893661,0.000386771,0.00005576412,0.0006344185],"genre_scores_gemma":[0.9936724,0.000940123,0.002041399,0.00006197361,0.00001518396,0.00001613959,0.0004849774,0.00003965293,0.00272812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000916897,"threshold_uncertainty_score":0.003067315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007987930990002506,"score_gpt":0.2147479296261893,"score_spread":0.2067599986361868,"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."}}