{"id":"W2097959379","doi":"10.1145/1450095.1450107","title":"VESPA","year":2008,"lang":"en","type":"article","venue":"","topic":"Interconnection Networks and Systems","field":"Computer Science","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005834539,0.0009275745,0.0005422521,0.001462849,0.0009312123,0.002517144,0.001336451,0.001251279,0.3115645],"category_scores_gemma":[0.001730853,0.0004081326,0.000435229,0.0008747827,0.0004444274,0.001864335,0.001917745,0.001084657,0.1981187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007035875,"about_ca_system_score_gemma":0.0009503003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001255899,"about_ca_topic_score_gemma":0.001300138,"domain_scores_codex":[0.9993904,0.00006811247,0.00003192416,0.0001653614,0.0002618571,0.00008237004],"domain_scores_gemma":[0.9992868,0.00009079868,0.00003716865,0.0001477778,0.0002979989,0.0001394545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004225067,0.0001449606,0.001565456,0.0006149735,0.00004064129,0.0005223856,0.0002854245,0.002574717,0.01904523,0.0476313,0.2969723,0.6301802],"study_design_scores_gemma":[0.0000310439,0.00006365016,0.0004234998,0.00006657394,0.00001164052,0.0005240128,0.00005093989,0.002257813,0.005043682,0.004311287,0.9872011,0.00001461438],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009799171,0.006071906,0.07993914,0.00333734,0.003182749,0.0002810302,0.005086629,0.0215729,0.870729],"genre_scores_gemma":[0.0912499,0.005229162,0.04273532,0.001660249,0.0007053782,0.0002778732,0.01070867,0.003493798,0.8439396],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3115645,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02350990816265235,"score_gpt":0.2024253742763739,"score_spread":0.1789154661137215,"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."}}