{"id":"W2895106988","doi":"10.1007/s13198-018-0751-8","title":"Application of BOCR models in service oriented architecture (SOA): study on model validation through quantification for QoS considerations","year":2018,"lang":"en","type":"article","venue":"International Journal of Systems Assurance Engineering and Management","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Service-oriented architecture; OASIS SOA Reference Model; Computer science; Model validation; Architecture; Quality of service; Systems engineering; Reliability engineering; Engineering; Web service; Computer network; Data science; Geography; World Wide Web","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":[0.009966687,0.0008290862,0.0007237003,0.002128985,0.00109106,0.00250097,0.002130106,0.001264602,0.002022754],"category_scores_gemma":[0.04480364,0.0004273197,0.001285523,0.001386684,0.001446845,0.004435308,0.001895143,0.002276965,0.0002046713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002022634,"about_ca_system_score_gemma":0.00279565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01130069,"about_ca_topic_score_gemma":0.004675516,"domain_scores_codex":[0.9937443,0.003169123,0.0002888434,0.0005543315,0.001897623,0.0003458074],"domain_scores_gemma":[0.9668205,0.02302803,0.001865502,0.003730481,0.004355212,0.0002002947],"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":[0.0003089549,0.0003455215,0.009086487,0.0004800223,0.0001169418,0.0002743409,0.001304385,0.4284272,0.01035696,0.4819214,0.001103189,0.06627449],"study_design_scores_gemma":[0.00001034855,0.00005845239,0.0005265981,0.00006280722,0.00003954491,0.00004162951,0.0001176348,0.9625598,0.00390537,0.03154963,0.001107975,0.00002018839],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1257434,0.0003714742,0.8620077,0.0005633241,0.0000838554,0.0001609073,0.0001128853,0.0005522799,0.01040415],"genre_scores_gemma":[0.8588054,0.0002529637,0.1384775,0.00009772728,0.00002264564,0.0001512673,0.0002088732,0.0002492647,0.001734385],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01130069,"threshold_uncertainty_score":0.05270952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02184684206097994,"score_gpt":0.2778167498071089,"score_spread":0.255969907746129,"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."}}