{"id":"W2114907243","doi":"","title":"Market Managed Multi-service Internet (M3I): Economics driving Network Design","year":2002,"lang":"en","type":"article","venue":"","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"The Internet; Quality of service; Computer science; Scalability; Robustness (evolution); Network packet; Computer security; Computer network; Operations research; Engineering; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004635644,0.0001976314,0.000204918,0.0000527924,0.0001118765,0.000295806,0.001126982,0.00008097574,0.0009156478],"category_scores_gemma":[0.00001218393,0.0001910785,0.00007010283,0.0002801306,0.00002032276,0.0004343529,0.0002534877,0.0001645963,0.0005737509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004316413,"about_ca_system_score_gemma":0.00001320978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001513602,"about_ca_topic_score_gemma":0.0001608031,"domain_scores_codex":[0.9985169,0.000165266,0.000292326,0.0004724281,0.00009091583,0.0004621312],"domain_scores_gemma":[0.9988484,0.0002962578,0.00009531923,0.0005606822,0.00004878973,0.0001504899],"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":[0.00001158438,0.0001000268,0.0006388145,0.000007513567,0.00009075943,0.00002516747,0.0002952005,0.1055031,0.000002335172,0.03480188,0.2080758,0.6504478],"study_design_scores_gemma":[0.0005365261,0.00002612062,0.0005640264,0.00001723007,0.000008238907,0.00001136422,0.000008975715,0.9724229,0.00000522447,0.0002689487,0.02589612,0.0002343551],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0006390421,0.0002015029,0.9801128,0.002130592,0.0006849687,0.0002262243,1.999333e-7,0.000454571,0.01555009],"genre_scores_gemma":[0.6389064,0.0001249997,0.3308213,0.00526764,0.0003534089,0.00003639136,8.02032e-7,0.00002173796,0.02446728],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8669198,"threshold_uncertainty_score":0.9999977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02942925682134651,"score_gpt":0.1999243668547205,"score_spread":0.170495110033374,"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."}}