{"id":"W2156316688","doi":"10.1109/seams.2009.5069074","title":"StarMX: A framework for developing self-managing Java-based systems","year":2009,"lang":"en","type":"article","venue":"","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Java; Software engineering; Process (computing); Architecture framework; Software architecture; Process management; Architecture; Software; Engineering; Programming language","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":[0.003845493,0.001033816,0.0007981646,0.001187163,0.0007482077,0.002739893,0.003857609,0.001415758,0.003767577],"category_scores_gemma":[0.003745303,0.001377654,0.001745095,0.0006868336,0.001253183,0.003198894,0.002550176,0.002450376,0.002121515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007420491,"about_ca_system_score_gemma":0.00286547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002615367,"about_ca_topic_score_gemma":0.003718572,"domain_scores_codex":[0.9984415,0.0003555465,0.0002227999,0.0001727453,0.0006772234,0.0001301584],"domain_scores_gemma":[0.998881,0.000395163,0.0001232242,0.0002313497,0.0002181365,0.0001510526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001280381,0.0002891204,0.001716742,0.001760341,0.0002205666,0.00123148,0.002100253,0.1032594,0.02436551,0.4285738,0.03739046,0.3989643],"study_design_scores_gemma":[0.0002132453,0.0002583001,0.0007412338,0.0005674828,0.0001051011,0.001257821,0.000202158,0.320035,0.01486598,0.1273644,0.534205,0.0001842305],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0008322095,0.0001195631,0.9872528,0.00009284122,0.00003141367,0.0002299752,0.00008943512,0.009306542,0.002045178],"genre_scores_gemma":[0.01188985,0.0004020812,0.9824676,0.00007524962,0.00002499689,0.0005174448,0.0005572313,0.001430094,0.002635449],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003857609,"threshold_uncertainty_score":0.02033716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04774521410874974,"score_gpt":0.320924421794822,"score_spread":0.2731792076860723,"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."}}