{"id":"W2116882484","doi":"10.1109/infcom.1988.12986","title":"A performance study of broadcast information delivery systems","year":2003,"lang":"en","type":"article","venue":"","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Scheduling (production processes); Architecture","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":[0.0003678993,0.00008334441,0.0001411843,0.00008606806,0.00006717051,0.0001169376,0.000402875,0.00002738851,0.000003190672],"category_scores_gemma":[0.00001403737,0.00006914814,0.00002274951,0.0003517393,0.000007637563,0.000788361,0.000056802,0.00004795471,0.00007011944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001727053,"about_ca_system_score_gemma":0.00004236004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001257097,"about_ca_topic_score_gemma":0.000001135512,"domain_scores_codex":[0.999041,0.00008854915,0.0003537433,0.0001111168,0.00025857,0.0001470701],"domain_scores_gemma":[0.9992731,0.00003071419,0.0001416805,0.0003656419,0.0001484356,0.00004046396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003724426,0.002230545,0.2059326,0.0009432979,0.0002838676,0.00001263958,0.03606592,0.4949417,0.0002112965,0.1895618,0.0121258,0.05765329],"study_design_scores_gemma":[0.001553177,0.0009789532,0.01187634,0.00008432104,0.000009308933,0.00007441235,0.003102907,0.9514856,0.0001410324,0.00001615093,0.03032664,0.000351207],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.769264,0.00003407583,0.2064444,0.000002934273,0.0004714897,0.0002457896,8.702457e-7,0.0000968589,0.02343951],"genre_scores_gemma":[0.9991496,0.000002186129,0.000661183,0.0000139771,0.00001004361,0.000007848762,0.000001588798,0.000001731684,0.0001518014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4565439,"threshold_uncertainty_score":0.2819779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0133957247284075,"score_gpt":0.2052136865397745,"score_spread":0.191817961811367,"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."}}