{"id":"W3138238821","doi":"10.1145/3249132","title":"Session details: QoSA architecture evaluation","year":2011,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Session (web analytics); Computer science; Architecture; Computer architecture; World Wide Web; History; Archaeology","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":[0.0006951203,0.00007636526,0.00007820248,0.00005221531,0.00007939486,0.00002791935,0.0003867954,0.00005640738,0.0002166426],"category_scores_gemma":[0.00004271611,0.00004807813,0.00004239884,0.0001959665,0.00001894822,0.0003261866,0.0001016931,0.00007449689,0.0001710955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002748261,"about_ca_system_score_gemma":0.00006760143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006270007,"about_ca_topic_score_gemma":0.00001138814,"domain_scores_codex":[0.9990694,0.00008739675,0.0001463747,0.0002404972,0.0003106458,0.0001456992],"domain_scores_gemma":[0.9992554,0.00001893381,0.00004256867,0.0005173995,0.0001136802,0.00005200366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000008398399,0.00008848125,0.03348911,0.00003317653,0.00001088592,0.000002073456,0.003774304,0.00007275533,0.0003088515,0.002991717,0.0007974331,0.9584228],"study_design_scores_gemma":[0.001684932,0.0004769112,0.6885331,0.0001525478,0.00003282851,0.0001064082,0.0002822969,0.1804274,0.04607534,0.07387765,0.007384345,0.0009662464],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2219263,0.00007217798,0.7418306,0.0001271354,0.0006577716,0.0002800255,1.826323e-7,0.0003341516,0.03477162],"genre_scores_gemma":[0.9498727,0.000002433484,0.04977155,0.0001328778,0.00004024856,0.00002112444,8.128341e-7,0.000002829603,0.000155393],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9574566,"threshold_uncertainty_score":0.2372084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04085392465230162,"score_gpt":0.2693756498392479,"score_spread":0.2285217251869463,"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."}}