{"id":"W2167432975","doi":"10.1109/tce.2005.1405699","title":"Performance assessment of IP traffic over ATSC interactive datacasting systems","year":2005,"lang":"en","type":"article","venue":"IEEE Transactions on Consumer Electronics","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Communications Research Centre Canada","funders":"","keywords":"Digital television; Testbed; Computer science; Broadcasting (networking); Channel (broadcasting); Digital Video Broadcasting; Data transmission; Computer network; Transmission (telecommunications); Telecommunications","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":[0.001453362,0.0005721838,0.000435324,0.0009640115,0.0004504517,0.000808706,0.0006488774,0.0005251417,0.001163713],"category_scores_gemma":[0.006746463,0.0001146326,0.0001792179,0.001023325,0.0004432214,0.0008123813,0.0004159204,0.000291189,0.0001654477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00133122,"about_ca_system_score_gemma":0.0005371686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006772317,"about_ca_topic_score_gemma":0.00246351,"domain_scores_codex":[0.9987205,0.0003896942,0.00006808356,0.0001305445,0.000484053,0.0002071355],"domain_scores_gemma":[0.9950184,0.002617229,0.0004431318,0.0003761358,0.00135773,0.000187478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.002947535,0.0004892936,0.05107167,0.0003418554,0.0001346272,0.0008086957,0.0005770791,0.613823,0.2325939,0.004858375,0.001287533,0.09106652],"study_design_scores_gemma":[0.00003371961,0.0008921468,0.01856562,0.00001094181,0.00005191905,0.0002322467,0.0002076326,0.9023303,0.0763444,0.0006097862,0.000690121,0.00003117908],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855115,0.0001070089,0.01165527,0.00003470785,0.000008887307,0.00003827291,0.0001659928,0.0003110891,0.002167136],"genre_scores_gemma":[0.9982893,0.00003677288,0.001272519,0.000004262038,0.000003776331,0.000008778432,0.000161162,0.00001477033,0.0002086451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006772317,"threshold_uncertainty_score":0.01346576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183851423527596,"score_gpt":0.2589387263907209,"score_spread":0.2471002121554449,"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."}}