{"id":"W2092704596","doi":"10.4018/jiit.2006100103","title":"VAQoS","year":2006,"lang":"en","type":"article","venue":"International Journal of Intelligent Information Technologies","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Concordia University","funders":"","keywords":"Mobile QoS; Quality of service; Computer science; Service provider; Web service; Key (lock); Service (business); Computer network; Process (computing); World Wide Web; Computer security; Operating system; Business","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":[0.00318317,0.001000311,0.0006360324,0.00145627,0.001387014,0.004370492,0.00377589,0.00173632,0.03838241],"category_scores_gemma":[0.007957974,0.0008624446,0.001050386,0.001225975,0.001121066,0.005254246,0.004269698,0.00243027,0.02076215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001624832,"about_ca_system_score_gemma":0.002074142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003449892,"about_ca_topic_score_gemma":0.002010921,"domain_scores_codex":[0.9970762,0.0004562046,0.0002301292,0.0005659736,0.001260859,0.0004106901],"domain_scores_gemma":[0.9953259,0.0008357215,0.0002830189,0.001387454,0.001716555,0.0004513057],"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":[0.002831855,0.0007224044,0.007316682,0.001353589,0.0001485533,0.0008275155,0.001632837,0.007504073,0.03387044,0.1944358,0.2248095,0.5245467],"study_design_scores_gemma":[0.000307605,0.0004094983,0.001675417,0.0002198138,0.00008404186,0.0007339772,0.0002681145,0.03319837,0.01928697,0.03229958,0.9113998,0.0001166535],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03266708,0.002036204,0.5712918,0.002349879,0.002068844,0.002585272,0.0052583,0.1960612,0.1856815],"genre_scores_gemma":[0.3353397,0.003101479,0.3884652,0.003720341,0.0008209845,0.003060322,0.0239531,0.02191474,0.2196241],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03838241,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004197898883513712,"score_gpt":0.2161939232113646,"score_spread":0.2119960243278509,"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."}}