{"id":"W4293211253","doi":"10.5539/cis.v15n4p19","title":"Analysis of Current Trends in Software Aging: A Literature Survey","year":2022,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Software; Software architecture; Software engineering; Software deployment; Reliability engineering; Engineering; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003762975,0.0005847338,0.0008618959,0.0310103,0.0005824394,0.00189769,0.0008532904,0.0008532051,0.003175053],"category_scores_gemma":[0.01550417,0.0004248093,0.001319179,0.0305953,0.0005557262,0.003934942,0.0007604227,0.0007380701,0.0009928822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001250676,"about_ca_system_score_gemma":0.003556061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004235089,"about_ca_topic_score_gemma":0.00811743,"domain_scores_codex":[0.9979169,0.0003215069,0.0005776488,0.0003144623,0.0007748542,0.0000946022],"domain_scores_gemma":[0.9636498,0.02197667,0.003810158,0.0005055173,0.009530302,0.0005274664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000150346,0.00007781616,0.02579698,0.0537488,0.0003863918,0.0004245965,0.001782808,0.0007914058,0.001424691,0.004218225,0.02377898,0.887419],"study_design_scores_gemma":[0.00002818565,0.0004363613,0.166207,0.0984046,0.003135459,0.004241713,0.008428312,0.002294119,0.003467206,0.005993343,0.7071974,0.0001661981],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02213548,0.9636909,0.002494198,0.002326306,0.0003336878,0.00007143124,0.002577538,0.0001233572,0.006247027],"genre_scores_gemma":[0.04967926,0.9425195,0.003017519,0.0007926457,0.0002697605,0.00006781206,0.002719194,0.00004043571,0.0008938188],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0310103,"threshold_uncertainty_score":0.01990074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01883113460526783,"score_gpt":0.286592373111516,"score_spread":0.2677612385062482,"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."}}