{"id":"W1993010118","doi":"10.1145/1921168.1921187","title":"LEGUP","year":2010,"lang":"en","type":"article","venue":"Proceedings of the 6th International Conference","topic":"Interconnection Networks and Systems","field":"Computer Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Clos network; Computer science; Network topology; Bandwidth (computing); Data center; Distributed computing; Computer network; Interconnection; Homogeneous; Topology (electrical circuits); Server; Engineering","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":[0.0002420427,0.00007339052,0.00008227866,0.00005102532,0.00006405169,0.0001821153,0.001953758,0.00004523121,0.0001016565],"category_scores_gemma":[0.00009844478,0.00005021856,0.00006688383,0.0001257023,0.00005474088,0.0004228779,0.0003199046,0.0002100144,0.00001746858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000011395,"about_ca_system_score_gemma":0.00003103329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002430665,"about_ca_topic_score_gemma":0.00001097238,"domain_scores_codex":[0.9992222,0.00000285695,0.0001983202,0.0001763337,0.0002934386,0.0001068217],"domain_scores_gemma":[0.9989501,0.00001904305,0.0001821679,0.0001252592,0.0006914052,0.00003202124],"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":[0.000002725206,0.00001428626,0.002636577,0.000004868224,0.00001140317,8.417567e-8,0.0002077256,0.0000030321,0.04026818,0.9531149,0.002175138,0.001561037],"study_design_scores_gemma":[0.001000827,0.0001531762,0.01859619,0.000346917,0.00001611786,0.000310459,0.0004180388,0.3972991,0.2282278,0.1838052,0.1690813,0.0007448584],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4433821,0.00001014692,0.03821233,0.01149702,0.01303758,0.0002585114,0.000004964377,0.0001566328,0.4934407],"genre_scores_gemma":[0.9950773,0.000002053207,0.001859942,0.0001614401,0.0002037903,0.000009160379,1.635575e-7,0.000003379387,0.002682785],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7693098,"threshold_uncertainty_score":0.3630601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749963676402912,"score_gpt":0.2398126900273572,"score_spread":0.2223130532633281,"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."}}