{"id":"W1483447243","doi":"10.1023/a:1016202825334","title":"QRTP: A Middleware for Broadband Networks","year":2002,"lang":"en","type":"article","venue":"Multimedia Tools and Applications","topic":"Mobile Agent-Based Network Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Asynchronous Transfer Mode; Computer network; Broadband networks; Middleware (distributed applications); Broadband; Asynchronous communication; Bandwidth (computing); Multimedia; Reservation; Distributed computing; Telecommunications","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":[0.000107074,0.0001257813,0.0001232164,0.00004282869,0.000226751,0.000207082,0.0004232002,0.00005038463,0.000042439],"category_scores_gemma":[0.00001146587,0.0001199987,0.00005144503,0.0002515281,0.00004251709,0.0001939647,0.0001393759,0.00006924378,0.00004775286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002391499,"about_ca_system_score_gemma":0.000005807714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000539244,"about_ca_topic_score_gemma":0.000006641037,"domain_scores_codex":[0.9990081,0.00001521201,0.0001866417,0.0004082971,0.0001065233,0.0002752468],"domain_scores_gemma":[0.9989986,0.0002353101,0.00006649341,0.0005275827,0.00004424541,0.0001278073],"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":[0.000001338638,0.00007430324,0.0001199059,0.00001787122,0.00001650497,8.044374e-7,0.00009904799,0.001969673,0.00002078527,0.01264333,0.02245208,0.9625844],"study_design_scores_gemma":[0.0003342516,0.0000213395,0.000400879,0.000006478275,0.000009617402,0.000001239702,0.000007247357,0.6837225,0.00002564257,0.0003915601,0.3149586,0.0001206274],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0002002122,0.00108149,0.9948764,0.0009120458,0.00008203663,0.001449448,0.0000204083,0.0001581578,0.001219738],"genre_scores_gemma":[0.5128768,0.001688531,0.4548368,0.003614237,0.001737556,0.01924355,0.0002012371,0.00006938476,0.005731833],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9624637,"threshold_uncertainty_score":0.4893405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03518236982125657,"score_gpt":0.233985942344926,"score_spread":0.1988035725236694,"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."}}