{"id":"W2001994861","doi":"10.1239/jap/1339878793","title":"On the Residual and Inactivity Times of the Components of Used Coherent Systems","year":2012,"lang":"en","type":"article","venue":"Journal of Applied Probability","topic":"Statistical Distribution Estimation and Applications","field":"Mathematics","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Ferdowsi University of Mashhad","keywords":"Mathematics; Independent and identically distributed random variables; Measure (data warehouse); Reliability (semiconductor); Residual; Stochastic ordering; Reliability engineering; Applied mathematics; Statistics; Random variable; Algorithm; Computer science; Data mining","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":[0.0009111078,0.00006719853,0.0002235851,0.00001751031,0.00006416118,0.000007934605,0.0001307305,0.00003616976,0.00005196815],"category_scores_gemma":[0.0005567428,0.000033793,0.00004691534,0.0001074045,0.0002036138,0.000032023,0.00003728768,0.0001488984,0.000001372011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000462125,"about_ca_system_score_gemma":0.00002795771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003930739,"about_ca_topic_score_gemma":7.086055e-7,"domain_scores_codex":[0.9989647,0.0001200304,0.0004664071,0.00005237037,0.0003144873,0.0000820282],"domain_scores_gemma":[0.9974303,0.00152715,0.0006341903,0.0002233071,0.0001369578,0.00004811155],"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":[0.00006135939,0.0004720573,0.001525481,0.0001136787,0.00002659587,1.445597e-8,0.0001985383,0.00002257536,0.001654945,0.9949866,0.0008289246,0.0001092112],"study_design_scores_gemma":[0.0006379818,0.00007333383,0.193558,0.000111653,0.0001139811,0.000006921886,0.0002869184,0.0005540402,0.01260788,0.7917512,0.0002105944,0.00008747295],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912876,0.00001298841,0.006160394,0.0003759545,0.00004689114,0.000476672,0.00006904795,0.000003820363,0.001566583],"genre_scores_gemma":[0.998957,8.515721e-7,0.0009873008,0.00001185976,0.00001879598,0.00001267924,0.000001009115,0.000003418322,0.00000705812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2032354,"threshold_uncertainty_score":0.1378038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1044677486419965,"score_gpt":0.3250003963732049,"score_spread":0.2205326477312084,"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."}}