{"id":"W2070274168","doi":"10.1145/1071021.1071022","title":"Performance by unified model analysis (PUMA)","year":2005,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":207,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Unified Modeling Language; Dependability; Puma; Interface (matter); Process (computing); Sequence diagram; Distributed computing; Software engineering; Programming language","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":[0.005556352,0.002012714,0.001304558,0.003472358,0.001221353,0.004931279,0.003145815,0.00154723,0.00832732],"category_scores_gemma":[0.01491534,0.001371734,0.003896292,0.00206603,0.001388536,0.005661545,0.003855008,0.002622818,0.001982661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001947605,"about_ca_system_score_gemma":0.003707366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003937664,"about_ca_topic_score_gemma":0.00302214,"domain_scores_codex":[0.9952955,0.001766141,0.0003481457,0.0005502005,0.001679705,0.0003603438],"domain_scores_gemma":[0.9956895,0.001630797,0.0003350857,0.001559702,0.0006966278,0.00008828926],"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":[0.0001058334,0.00007462504,0.001238324,0.0005084006,0.0001515037,0.0001816041,0.0007331225,0.149284,0.003303971,0.7448499,0.006629564,0.09293915],"study_design_scores_gemma":[0.00002790554,0.00008176404,0.0002217035,0.0001456494,0.0001170394,0.0001250956,0.0001040004,0.7267407,0.00572572,0.2146451,0.05200977,0.00005555855],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002047281,0.0001384893,0.9881908,0.000103114,0.00004280729,0.0001227664,0.0002408648,0.004449205,0.004664653],"genre_scores_gemma":[0.09184934,0.0003563694,0.901681,0.00007653984,0.00005554013,0.001019405,0.001211613,0.001313713,0.002436451],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00832732,"threshold_uncertainty_score":0.02938521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009796874054619879,"score_gpt":0.225683126952683,"score_spread":0.2158862528980631,"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."}}