{"id":"W2135033587","doi":"10.1109/jsac.2005.857212","title":"QoS-aware service composition and adaptation in autonomic communication","year":2005,"lang":"en","type":"article","venue":"IEEE Journal on Selected Areas in Communications","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Computer network; Quality of service; Distributed computing; Provisioning; Mobile QoS; Service (business); Service provider","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005475351,0.0001922087,0.0002194175,0.0006291517,0.0004260927,0.0002475745,0.002155035,0.0001089285,0.000006381402],"category_scores_gemma":[0.00001366221,0.0001977896,0.00003392334,0.001596215,0.00004252526,0.0009587991,0.0002615903,0.0009792506,0.00002746456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002889435,"about_ca_system_score_gemma":0.0001623514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000303603,"about_ca_topic_score_gemma":0.01212806,"domain_scores_codex":[0.9979171,0.0006692925,0.0006545698,0.0002535847,0.0002275526,0.0002778877],"domain_scores_gemma":[0.9972932,0.0005312437,0.0003236232,0.001413817,0.0003225523,0.0001155317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004825882,0.005872024,0.02603672,0.0001423042,0.000268615,0.00003651551,0.1170468,0.3177454,0.02028398,0.09487409,0.001097125,0.4161138],"study_design_scores_gemma":[0.001833107,0.0001140554,0.0786163,0.0005756457,0.00001696557,0.0002492268,0.000703264,0.9072924,0.0007718612,0.002720232,0.006667149,0.0004398021],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9114854,0.001725263,0.0246907,0.0585817,0.0002599101,0.0005638667,0.00000948271,0.0002420149,0.002441666],"genre_scores_gemma":[0.9561704,0.001070968,0.03990598,0.002685325,0.0000719962,0.00003297781,0.0000413604,0.00001497277,0.000006040937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.589547,"threshold_uncertainty_score":0.8065628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02551580120526474,"score_gpt":0.2731561298712852,"score_spread":0.2476403286660205,"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."}}