{"id":"W2054094353","doi":"10.1007/s11424-011-8240-z","title":"Aging properties of the lifetime in simple additive degradation models","year":2011,"lang":"en","type":"article","venue":"Journal of Systems Science and Complexity","topic":"Statistical Distribution Estimation and Applications","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Degradation (telecommunications); Simple (philosophy); Statistical physics; Property (philosophy); Path (computing); Biological system; Computer science; Mathematics; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0007692383,0.0000394062,0.0001186282,0.00005734025,0.0001121426,0.00002164455,0.0001719609,0.00001217864,0.000009357799],"category_scores_gemma":[0.0004076993,0.0000233773,0.00001885208,0.0002959437,0.0004327787,0.0002576061,0.00003284655,0.00006253176,5.46566e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004231704,"about_ca_system_score_gemma":0.0001181149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008215706,"about_ca_topic_score_gemma":0.000008906915,"domain_scores_codex":[0.9991607,0.00004410876,0.0003444901,0.00005722814,0.0003179542,0.00007550669],"domain_scores_gemma":[0.9990448,0.00005350844,0.0003108302,0.0000850412,0.0004655881,0.00004023703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005385436,0.00006356144,0.0003777001,0.00003442942,0.000002942798,2.289335e-7,0.0008542834,0.00002069578,0.001510689,0.9966877,0.000126323,0.0003160626],"study_design_scores_gemma":[0.0004849181,0.00007657898,0.08501762,0.0005815078,0.00003047926,0.00008207787,0.004154827,0.1569953,0.009924844,0.7424157,0.00009292993,0.0001431558],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8785005,0.00005484968,0.1195883,0.0001592553,0.00006292848,0.0002085137,0.00003327329,0.000005028231,0.00138739],"genre_scores_gemma":[0.9982933,0.000003010044,0.001663653,0.00001421352,0.000009450578,0.000003579759,2.283247e-7,0.000001427795,0.00001114029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.254272,"threshold_uncertainty_score":0.1594591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.303897602962911,"score_gpt":0.3389626769651816,"score_spread":0.03506507400227055,"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."}}