{"id":"W2146369683","doi":"","title":"An Ecient Mechanism for Dierentiated Quality of Internet Service","year":2003,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Network packet; Computer network; Provisioning; Quality of service; The Internet; Revenue; Computer science; Service (business); Equivalence (formal languages); Business; Mathematics; Marketing; Finance; World Wide Web","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":[0.003173714,0.0002671965,0.0006003362,0.0002935336,0.00007503696,0.0002020703,0.002185775,0.0003561053,0.00002764306],"category_scores_gemma":[0.0001893194,0.0002897379,0.0001826059,0.0001915983,0.0000881158,0.000162992,0.0008325432,0.0007612641,0.000004326313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003328129,"about_ca_system_score_gemma":0.0005658953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000119785,"about_ca_topic_score_gemma":0.000668428,"domain_scores_codex":[0.9964435,0.000623615,0.0008880922,0.001103541,0.0002955511,0.0006457618],"domain_scores_gemma":[0.9967554,0.0005153477,0.0003638258,0.001581972,0.0005709498,0.0002125392],"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":[0.0002113521,0.0007083365,0.000468488,0.0005203089,0.0002336523,0.000005858721,0.001038159,0.02787869,0.0004804434,0.3352193,0.0001207011,0.6331148],"study_design_scores_gemma":[0.00128488,0.0002161924,0.000768372,0.000164525,0.000008116867,0.00000219693,0.0001586642,0.9694562,0.0006205097,0.02507332,0.00178025,0.0004668061],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8182554,0.0002114627,0.1519986,0.001778453,0.003890887,0.004338677,0.0002116525,0.000297341,0.01901757],"genre_scores_gemma":[0.989462,0.0004391891,0.008764703,0.0002736682,0.0000893825,0.0003567916,0.00005420332,0.00002978223,0.000530327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9415775,"threshold_uncertainty_score":0.9999555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05559499752014699,"score_gpt":0.3410354763136741,"score_spread":0.2854404787935272,"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."}}