{"id":"W2345434628","doi":"10.1093/gerona/glw083","title":"Resilience Versus Robustness in Aging","year":2016,"lang":"en","type":"letter","venue":"The Journals of Gerontology Series A","topic":"Resilience and Mental Health","field":"Psychology","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Aging","funders":"National Institute on Aging","keywords":"Robustness (evolution); Resilience (materials science); Computer science; Environmental science; Reliability engineering; Biology; Materials science; Engineering","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":[0.005260071,0.000845328,0.001664445,0.0009008483,0.005359789,0.005372117,0.001667978,0.0468641,0.00611821],"category_scores_gemma":[0.04985681,0.0006514085,0.0008632853,0.0007756437,0.01152252,0.005902213,0.004558422,0.04944663,0.002961083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003745629,"about_ca_system_score_gemma":0.005249378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007028915,"about_ca_topic_score_gemma":0.0128986,"domain_scores_codex":[0.9966272,0.001273437,0.0004364807,0.000524373,0.0006920315,0.0004464307],"domain_scores_gemma":[0.9789338,0.01424539,0.001247187,0.0009307646,0.001584671,0.00305822],"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":[0.00004373158,0.00003010783,0.0006273655,0.00008717466,0.00001879068,0.001045711,0.0004150255,0.00004015436,0.00006434241,0.01398069,0.969254,0.01439292],"study_design_scores_gemma":[0.0001718897,0.00006733713,0.003021537,0.001055478,0.00005151624,0.002184047,0.001961002,0.0004027364,0.0001561986,0.1000219,0.8908173,0.00008904027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000208693,0.003132011,0.00003326873,0.9732881,0.02187633,0.000002889571,0.0000100501,0.000004744853,0.001444025],"genre_scores_gemma":[0.006474877,0.00308379,0.00007058778,0.8525856,0.133451,0.00001995257,0.00001088856,0.000015398,0.00428778],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0468641,"threshold_uncertainty_score":0.0278182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08592692924125599,"score_gpt":0.4167059856636966,"score_spread":0.3307790564224406,"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."}}