{"id":"W2030824807","doi":"10.1007/s11357-005-2919-9","title":"Genetic approaches to study aging in Drosophila melanogaster","year":2005,"lang":"en","type":"article","venue":"AGE","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Drosophila melanogaster; Biology; Quantitative trait locus; Genetics; Organism; Drosophila (subgenus); Gene; Model organism; Senescence; Trait; Mutant; Drosophilidae; Identification (biology); Genetic architecture; Evolutionary biology; Ecology","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":[0.0001624063,0.0001589298,0.0001407119,0.00006552259,0.00004646443,0.00003435899,0.0002407547,0.00007441627,0.0000231957],"category_scores_gemma":[0.00001496786,0.0001627758,0.00004250521,0.00008089277,0.00002521415,0.000002633866,0.0001745554,0.00008401325,0.00006774324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001458795,"about_ca_system_score_gemma":0.0000154734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004083197,"about_ca_topic_score_gemma":0.000698196,"domain_scores_codex":[0.9989249,0.00006242751,0.0001998434,0.0004046858,0.0001234919,0.0002846413],"domain_scores_gemma":[0.9994457,0.00000435762,0.00002995892,0.0004170157,0.00001233174,0.00009061936],"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":[0.0000990797,0.002190468,0.4040836,0.00004941457,0.0002041914,0.0002318071,0.02412073,0.02203107,0.501944,0.000120081,0.001620036,0.04330555],"study_design_scores_gemma":[0.002637875,0.001116737,0.8231046,0.00002096195,0.00006948601,0.00004424332,0.001453386,0.000643814,0.1477455,0.0003467299,0.02175875,0.001057944],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996447,0.0003081488,0.001457512,0.0004421785,0.00007151048,0.0003481146,0.000002331758,0.00001305974,0.0009101889],"genre_scores_gemma":[0.9929309,0.00001684983,0.005310896,0.0007286919,0.0003723323,0.00003208023,0.00001071328,0.0000304824,0.0005669934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.419021,"threshold_uncertainty_score":0.6637804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04538559302851086,"score_gpt":0.2428011035261097,"score_spread":0.1974155104975989,"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."}}