{"id":"W4244845972","doi":"10.1145/2020976.1958760","title":"Abstract only","year":2011,"lang":"en","type":"article","venue":"ACM SIGSOFT Software Engineering Notes","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Asynchronous communication; Distributed computing; Software; Timestamp; Workload; Queueing theory; Process (computing); Software engineering; Real-time computing; Operating system; Computer network","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003258376,0.0002824133,0.0002614381,0.0001465454,0.0001051848,0.00007442314,0.001720667,0.0001568117,0.00008124681],"category_scores_gemma":[0.02898766,0.0002521217,0.0001360912,0.0003965711,0.00003195388,0.0007490185,0.0004114755,0.000263244,0.000382304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005437315,"about_ca_system_score_gemma":0.0000942827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009725697,"about_ca_topic_score_gemma":0.000003270858,"domain_scores_codex":[0.9983507,0.00001212853,0.0003575142,0.0004883218,0.0002978989,0.0004934656],"domain_scores_gemma":[0.9898693,0.008099318,0.00008884154,0.001654413,0.0001093329,0.0001788246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007002714,0.0001114241,0.9514269,0.0002357243,0.00004334252,0.00004781432,0.001631388,0.0001350653,0.0003948265,0.001540452,0.000436101,0.04398994],"study_design_scores_gemma":[0.0002098665,0.0000654285,0.99207,0.00009766304,0.000007023677,0.00004828125,0.000005621139,0.000144818,0.00486657,0.0001637493,0.001868198,0.0004527938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7863927,0.0005208448,0.2065979,0.0001105768,0.002027454,0.0002931837,0.000007452124,0.003969331,0.00008058945],"genre_scores_gemma":[0.8478211,0.00001204495,0.1519001,0.00008244243,0.0001092222,0.00002132805,0.0000032708,0.00002687896,0.0000236262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06142846,"threshold_uncertainty_score":0.9999931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02516248366012888,"score_gpt":0.2198654068305163,"score_spread":0.1947029231703875,"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."}}