{"id":"W4251628355","doi":"10.1145/2024723.2000113","title":"DBAR","year":2011,"lang":"en","type":"article","venue":"ACM SIGARCH Computer Architecture News","topic":"Interconnection Networks and Systems","field":"Computer Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Workload; Distributed computing; Computer network; Network congestion; Overhead (engineering); Routing (electronic design automation)","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":[0.0003235087,0.0002835038,0.0003020182,0.0002302496,0.0001856555,0.0001729467,0.003023022,0.000110725,0.00008948595],"category_scores_gemma":[0.00003798867,0.0002283942,0.0001972743,0.0004253531,0.00006322059,0.0002564418,0.001240257,0.000431134,0.00024303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003334809,"about_ca_system_score_gemma":0.00005291136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001983018,"about_ca_topic_score_gemma":0.0000999777,"domain_scores_codex":[0.9977329,0.0002415716,0.0003970682,0.0006914769,0.0003585132,0.000578464],"domain_scores_gemma":[0.9974759,0.000213723,0.0001075004,0.001870284,0.0001026303,0.0002299458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003738194,0.000172646,0.001779149,0.00003694619,0.0001273684,0.000171903,0.01687866,0.001055743,0.0003562025,0.06465228,0.03410665,0.8806251],"study_design_scores_gemma":[0.002694441,0.002583508,0.01658686,0.0003026144,0.00003476067,0.001954332,0.00009961733,0.1752263,0.004365617,0.2246228,0.5687951,0.002734022],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007388858,0.0000755486,0.976298,0.0009937754,0.002338388,0.000270341,0.000001071733,0.0004832683,0.01215076],"genre_scores_gemma":[0.6157374,0.000007115342,0.379685,0.00286814,0.001284115,0.00003327954,0.000002501572,0.00002739686,0.0003550894],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8778911,"threshold_uncertainty_score":0.9313647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03189074900865286,"score_gpt":0.2279724631603166,"score_spread":0.1960817141516637,"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."}}