{"id":"W2023886997","doi":"10.1145/1321211.1321226","title":"Policy-driven autonomic management of multi-component systems","year":2007,"lang":"en","type":"article","venue":"Proceedings of CASCON","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Heuristics; Component (thermodynamics); Computer science; Autonomic computing; Process management; Risk analysis (engineering); Business; Cloud computing; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00299085,0.000334868,0.000430309,0.0004480955,0.000846308,0.001750027,0.0009531997,0.0006064224,0.0007477308],"category_scores_gemma":[0.003962575,0.0003069604,0.0001958541,0.0005420168,0.0006462861,0.001279072,0.0008337863,0.0008921373,0.0002064559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008172574,"about_ca_system_score_gemma":0.001108643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002067166,"about_ca_topic_score_gemma":0.003082701,"domain_scores_codex":[0.9985481,0.000615054,0.0001157631,0.0001248917,0.0004493181,0.0001467082],"domain_scores_gemma":[0.9979206,0.0008470868,0.0002211824,0.0004489424,0.000377232,0.000184993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006108411,0.0006251351,0.007011203,0.0002832109,0.0001453654,0.000591193,0.0009660773,0.6280929,0.03897585,0.07068656,0.005081626,0.2469299],"study_design_scores_gemma":[0.00004106052,0.00005662883,0.0006791067,0.00001271524,0.0000227792,0.00009271964,0.00008199296,0.9693806,0.007120155,0.01678517,0.005709405,0.00001765198],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.199338,0.001434846,0.7791324,0.0008528741,0.0002033363,0.000419793,0.00005437275,0.00334188,0.01522262],"genre_scores_gemma":[0.8867866,0.0003654505,0.1110405,0.0001214046,0.00003939056,0.0001286521,0.00006640147,0.00008637676,0.001365144],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00299085,"threshold_uncertainty_score":0.01581734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197430461872827,"score_gpt":0.2491433827882216,"score_spread":0.2371690781694933,"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."}}