{"meta":{"query_hash":"ecc4d53d6809","filters":{"venue":"Allerton Conference on Communication, Control, and Computing"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/ecc4d53d6809","api":"https://metacan.xera.ac/api/v1/cohort?venue=Allerton+Conference+on+Communication%2C+Control%2C+and+Computing"},"results":[{"id":"W2765340072","doi":"","title":"Large deviations of queues under qos scheduling algorithms","year":2006,"lang":"en","type":"article","venue":"Allerton Conference on Communication, Control, and Computing","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Queue; Computer science; Scheduling (production processes); Queueing theory; Fork–join queue; Mathematical optimization; Distributed computing; Algorithm; Real-time computing; Queue management system; Mathematics; Computer network","score_opus":0.018688417317154156,"score_gpt":0.2545301436818937,"score_spread":0.23584172636473955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765340072","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42714158,0.0018534121,0.5430736,0.00893359,0.00016782527,0.00046073724,0.000007637541,0.00036045988,0.018001134],"genre_scores_gemma":[0.9968019,0.00011312919,0.0013057047,0.0013816671,0.0002536558,0.0000087033995,0.000054622717,0.000020177675,0.00006042613],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987115,0.000085825304,0.0004965195,0.00026427765,0.00018942634,0.00025245082],"domain_scores_gemma":[0.9980222,0.00038634162,0.00051283726,0.00056800287,0.0004970094,0.000013600782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068011123,0.0001948605,0.0003360242,0.0001989076,0.0005980952,0.00018503398,0.000434442,0.00006951523,0.000042411135],"category_scores_gemma":[0.00011516063,0.00019380872,0.00008107554,0.00030925852,0.00011625258,0.0004530957,0.00019171517,0.00019147326,0.000017854127],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029798537,0.00015461586,0.0026990147,0.00003217842,0.0000830534,4.7090091e-7,0.000096510674,0.018172283,0.00046893914,0.97400594,0.00013036876,0.0041268375],"study_design_scores_gemma":[0.0016012911,0.000015287644,0.0070502744,0.00022850194,0.0001234101,0.0000010611861,0.0012408494,0.85438,0.000079140336,0.13101538,0.0039044877,0.00036028808],"about_ca_topic_score_codex":0.00045471068,"about_ca_topic_score_gemma":0.00038663953,"teacher_disagreement_score":0.8429905,"about_ca_system_score_codex":0.00002027749,"about_ca_system_score_gemma":0.000022608832,"threshold_uncertainty_score":0.79032904},"labels":[],"label_agreement":null}]}