{"id":"W2141714549","doi":"10.1145/1082983.1083064","title":"DEAS 2005","year":2005,"lang":"en","type":"article","venue":"ACM SIGSOFT Software Engineering Notes","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta; University of Victoria; IBM (Canada)","funders":"","keywords":"Computer science; Autonomic computing; Software engineering; Software; Function (biology); Software system; Data science; Cloud computing; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002013461,0.0008356328,0.0006217373,0.001928858,0.001756858,0.005697,0.001959382,0.001684131,0.1908619],"category_scores_gemma":[0.005420585,0.0004697472,0.0006160341,0.001644939,0.0004854838,0.003805841,0.002258066,0.001844005,0.1488466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002597579,"about_ca_system_score_gemma":0.002175435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006608953,"about_ca_topic_score_gemma":0.007176199,"domain_scores_codex":[0.9985587,0.0002571697,0.0001394825,0.0002806981,0.0005940116,0.0001699073],"domain_scores_gemma":[0.9977348,0.0002080965,0.0001063445,0.0006453687,0.001037904,0.0002675579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002007947,0.00009466653,0.0005853416,0.0002765252,0.00002683313,0.0002124285,0.0002280459,0.001083788,0.001553771,0.06730287,0.6654046,0.2630304],"study_design_scores_gemma":[0.00001109665,0.000009348882,0.0001255323,0.00005121585,0.000003754635,0.00009877067,0.0000413453,0.0006825603,0.0004319869,0.003765685,0.9947723,0.000006418986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005343478,0.009085055,0.06989607,0.01328165,0.01222485,0.0006525881,0.01293398,0.01031233,0.86627],"genre_scores_gemma":[0.03633231,0.006794518,0.0406496,0.002018493,0.001249696,0.0003736424,0.02371445,0.00262848,0.8862388],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8091381,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02786167899365486,"score_gpt":0.2671113629589978,"score_spread":0.2392496839653429,"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."}}