{"id":"W1506069501","doi":"10.1109/scam.2001.972666","title":"Application maintenance using software agents","year":2001,"lang":"en","type":"article","venue":"","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Software maintenance; Software development; Software engineering; Intelligent agent; Documentation; Software; Software agent; Software construction; Software system; The Internet; Software development process; Backporting; Process (computing); World Wide Web; Artificial intelligence; Operating system","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":[0.003639978,0.0007738863,0.0006066403,0.001637701,0.001300091,0.003081131,0.002161787,0.001321661,0.002621384],"category_scores_gemma":[0.01665334,0.0006945255,0.0005711061,0.0008775489,0.001029696,0.00335894,0.002597853,0.001695641,0.001522269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006655323,"about_ca_system_score_gemma":0.001620349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001773303,"about_ca_topic_score_gemma":0.001491957,"domain_scores_codex":[0.9962175,0.001254848,0.0003330833,0.0006291047,0.001378714,0.0001867601],"domain_scores_gemma":[0.9892195,0.003557139,0.00128984,0.003742563,0.001746853,0.0004441284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003094068,0.0006098506,0.007153841,0.00043434,0.0001473052,0.0004717859,0.003110941,0.01585219,0.03368133,0.03477251,0.01036108,0.8930954],"study_design_scores_gemma":[0.0002894336,0.001232931,0.006833967,0.0004842028,0.0004049931,0.002686594,0.001180077,0.4302753,0.07608921,0.06046001,0.4198615,0.0002017726],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04610217,0.0008241515,0.9206601,0.000812762,0.0001345978,0.0007046208,0.00004842643,0.01294187,0.01777132],"genre_scores_gemma":[0.2641751,0.0006697459,0.7196154,0.0002624353,0.0000943366,0.0003809895,0.000274231,0.0009301893,0.01359751],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003639978,"threshold_uncertainty_score":0.01925027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04151133364655002,"score_gpt":0.3639376791197521,"score_spread":0.322426345473202,"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."}}