{"id":"W4247953588","doi":"10.1007/978-0-387-39940-9_2097","title":"Autonomous Message Queuing Systems","year":2009,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Database Systems","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Queueing theory; Computer network","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009101238,0.001007106,0.001738925,0.0005650806,0.0001010642,0.000095545,0.0007617269,0.0007182136,0.0001198614],"category_scores_gemma":[0.00002857763,0.001025616,0.0003609641,0.0001143597,0.0001020988,0.000351366,0.0000940565,0.0007896952,0.0004172142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001987107,"about_ca_system_score_gemma":0.0001042061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001654844,"about_ca_topic_score_gemma":0.00001864687,"domain_scores_codex":[0.9960024,0.0001148737,0.001813609,0.000692556,0.0007449287,0.0006316635],"domain_scores_gemma":[0.9970093,0.000190672,0.0005959828,0.00176403,0.0001372545,0.0003027759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005018289,0.00008441738,0.00003957754,0.01663578,0.001587376,0.000814645,0.0008349461,0.02195919,0.000819687,0.8320938,0.1185873,0.00649308],"study_design_scores_gemma":[0.0003745233,0.00007435533,0.000004151154,0.004545149,0.0002328054,0.0001557051,0.0001708023,0.002823494,0.00003445553,0.0003316642,0.9900696,0.001183275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001888011,0.03393412,0.000746172,0.000003647374,0.0101598,0.001364263,0.00236717,0.0008516078,0.9503844],"genre_scores_gemma":[0.0893437,0.007100996,0.0001226859,0.00001212142,0.003167287,0.0001882553,0.001937284,0.00059947,0.8975282],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8714823,"threshold_uncertainty_score":0.9992194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009111518141385085,"score_gpt":0.1958120442181218,"score_spread":0.1867005260767368,"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."}}