{"id":"W2267818528","doi":"10.1017/cbo9780511763151.005","title":"Physical resilience and aging:","year":2010,"lang":"en","type":"book-chapter","venue":"Cambridge University Press 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":"Trinity Western University","funders":"","keywords":"Resilience (materials science); Psychology; Gerontology; Medicine; Materials science; Composite material","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":[0.0004218617,0.0008000191,0.0004135066,0.0008095946,0.0008257492,0.002226278,0.0006092138,0.001541125,0.01526312],"category_scores_gemma":[0.0008468501,0.0001607747,0.0003196022,0.0005987586,0.003320921,0.003867144,0.001837494,0.002253701,0.003845412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153924,"about_ca_system_score_gemma":0.001188167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001705414,"about_ca_topic_score_gemma":0.00260555,"domain_scores_codex":[0.9998455,0.00004755843,0.00000595514,0.00003638272,0.00004259957,0.00002200423],"domain_scores_gemma":[0.9998578,0.00006169362,0.00001116996,0.00001451898,0.00002144381,0.00003331328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005506052,0.00006171862,0.0004869412,0.0007809622,0.00001730626,0.000214204,0.003760928,0.0003405006,0.0008145364,0.4516027,0.2751415,0.2667237],"study_design_scores_gemma":[0.000006170078,0.00002834887,0.001016621,0.0006733376,0.000007904756,0.0004604048,0.0006658266,0.0001013023,0.0001116742,0.09153137,0.905387,0.00001010787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.003328526,0.6109167,0.003545195,0.05284082,0.008160335,0.00004028696,0.00009361882,0.0001332144,0.3209413],"genre_scores_gemma":[0.07361014,0.3752888,0.00364331,0.02832079,0.00668517,0.0001372171,0.0001338208,0.0001170624,0.5120636],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01526312,"threshold_uncertainty_score":0.0510602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009462846237509434,"score_gpt":0.1953211172131721,"score_spread":0.1858582709756627,"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."}}