{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000164124,0.0005791689,0.0004398748,0.0001246709,0.0001569451,0.00007138289,0.0005887491,0.0006842351,0.00009043431],"category_scores_gemma":[0.000009160497,0.0006522046,0.0003682344,0.00002120814,0.0001803626,0.000002018008,0.0001179321,0.0003664076,0.0002946375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006106008,"about_ca_system_score_gemma":0.0003402606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001414576,"about_ca_topic_score_gemma":0.00006323344,"domain_scores_codex":[0.9977304,0.00005189833,0.0004165831,0.0008491532,0.0003797255,0.0005722076],"domain_scores_gemma":[0.9987101,0.000008765871,0.0001263107,0.0008826995,0.00008379379,0.000188363],"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":[0.00008912798,0.00007003047,0.00002814238,0.0004466401,0.0007006241,0.00009806422,0.002840649,0.00005306774,0.8207265,0.001254817,0.1698182,0.003874214],"study_design_scores_gemma":[0.0008880298,0.0002802096,0.0000343102,0.00014288,0.0001802628,0.00001727647,0.00006194686,0.00001261586,0.1672679,0.001547983,0.828594,0.0009725683],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01511844,0.004567113,0.004344899,0.0001044556,0.004437854,0.001280524,0.0002936067,0.000443711,0.9694094],"genre_scores_gemma":[0.02549139,0.0002316025,0.0003231204,0.000634063,0.001057543,0.00005123818,0.0005714291,0.0003030528,0.9713365],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6587759,"threshold_uncertainty_score":0.9995929,"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."}}