{"id":"W4386125255","doi":"10.1515/9783839462836","title":"Aging Experiments","year":2023,"lang":"en","type":"book","venue":"transcript Verlag eBooks","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"Irish Research Council; University College Dublin","keywords":"Psychology","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":[0.001533453,0.0008055622,0.0008016038,0.0006419203,0.001312776,0.0009795658,0.001141213,0.001516422,0.04531892],"category_scores_gemma":[0.00129352,0.0004138412,0.0007436044,0.0005327599,0.0007464045,0.0008776055,0.001174755,0.002312829,0.01532905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007766593,"about_ca_system_score_gemma":0.0006351534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001411104,"about_ca_topic_score_gemma":0.002225651,"domain_scores_codex":[0.9990008,0.000167192,0.00008587254,0.0004083636,0.0002217858,0.0001159832],"domain_scores_gemma":[0.9990034,0.0001812871,0.00007615745,0.0003599879,0.0002022334,0.0001771016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01238012,0.006098177,0.004040394,0.001560613,0.0004245308,0.001456821,0.002213752,0.001029758,0.6782674,0.0591184,0.09849122,0.1349189],"study_design_scores_gemma":[0.0009108165,0.01296059,0.006841895,0.0003565518,0.000447958,0.002109628,0.0006045499,0.001143525,0.2462383,0.01749436,0.7107363,0.0001555917],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4349869,0.02591397,0.08960226,0.005240452,0.01221549,0.007015112,0.03505462,0.004594199,0.3853769],"genre_scores_gemma":[0.4227748,0.01212103,0.03908725,0.00624854,0.0006759635,0.008195028,0.02145765,0.001210064,0.4882297],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04531892,"threshold_uncertainty_score":0.1516069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582010428761669,"score_gpt":0.2527841358540634,"score_spread":0.2269640315664467,"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."}}