{"id":"W1983427809","doi":"10.1002/bies.10113","title":"Is human aging still mysterious enough to be left only to scientists?","year":2002,"lang":"en","type":"article","venue":"BioEssays","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kronos (Canada)","funders":"National Institutes of Health","keywords":"Politics; Subject matter; Subject (documents); Environmental ethics; Psychology; Political science; Positive economics; Engineering ethics; Epistemology; Law; Philosophy; Computer science; Economics","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":[0.000172246,0.0002497902,0.0001952918,0.0001077027,0.0002227036,0.0001326002,0.0004767485,0.0001410588,0.0003510461],"category_scores_gemma":[0.00004080087,0.0002634321,0.00009618582,0.0001302485,0.00008034251,0.000005033293,0.0003328051,0.00008389451,0.000302554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003148958,"about_ca_system_score_gemma":0.00002782133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008145602,"about_ca_topic_score_gemma":0.0002388966,"domain_scores_codex":[0.998252,0.00003973015,0.0002511018,0.0006780055,0.0002663649,0.0005127804],"domain_scores_gemma":[0.998821,0.000004564539,0.00005819993,0.0007112155,0.0001057683,0.0002992184],"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":[0.000006816854,0.0001192537,0.00264675,0.00003209998,0.00003084364,0.00001255079,0.004777142,0.00009741136,0.9336805,0.0001330189,0.05691101,0.001552589],"study_design_scores_gemma":[0.0004043305,0.0005364661,0.003613497,0.00002702033,0.00002958748,0.00003749132,0.0001843935,0.00006725091,0.3557326,0.00004386981,0.6387188,0.000604749],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877006,0.0003897464,0.003009889,0.003919492,0.0005151776,0.0003322383,0.00009731452,0.00004771424,0.003987791],"genre_scores_gemma":[0.9791123,0.00002870613,0.002359099,0.007443681,0.0003629979,0.000008662694,0.00004560168,0.00004834944,0.01059064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5818077,"threshold_uncertainty_score":0.9999818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0312277334873383,"score_gpt":0.273995253102868,"score_spread":0.2427675196155297,"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."}}