{"id":"W2057416799","doi":"10.1126/science.1187497","title":"Burn Out or Fade Away?","year":2010,"lang":"en","type":"letter","venue":"Science","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Fade; Environmental science; Computer science","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":[0.001653935,0.0006492925,0.000935524,0.0003559765,0.001422192,0.001485579,0.0008733386,0.01645412,0.00453698],"category_scores_gemma":[0.008731584,0.0002816044,0.0006117827,0.0002844998,0.001965004,0.002565323,0.0008890624,0.01429318,0.004715504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001752594,"about_ca_system_score_gemma":0.001084503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001109592,"about_ca_topic_score_gemma":0.001610263,"domain_scores_codex":[0.9993564,0.0001933331,0.00005791988,0.000101412,0.0001865553,0.0001043124],"domain_scores_gemma":[0.9984654,0.0008083914,0.0001381785,0.00009239015,0.0002113596,0.0002842296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004729716,0.00007060695,0.0009467876,0.0001046186,0.0000278326,0.004993207,0.0001152434,0.00008312037,0.002454322,0.009317411,0.9275969,0.05381716],"study_design_scores_gemma":[0.0005223978,0.0003006543,0.002346534,0.0001871595,0.00005003685,0.01129035,0.0004666525,0.0006167943,0.002240522,0.03370278,0.9482088,0.0000672922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002229441,0.01052081,0.0004139334,0.961785,0.02109932,0.00001560061,0.0001157904,0.00009739456,0.003722699],"genre_scores_gemma":[0.02499881,0.009748017,0.0007350384,0.9116963,0.03729064,0.00006785884,0.00008799847,0.00004850966,0.01532682],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01645412,"threshold_uncertainty_score":0.01517773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893030587553803,"score_gpt":0.2689411138388133,"score_spread":0.2500108079632752,"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."}}