{"id":"W1965009150","doi":"10.1109/glocom.2012.6503401","title":"QoE-driven cache management for HTTP adaptive bit rate (ABR) streaming over wireless networks","year":2012,"lang":"en","type":"article","venue":"","topic":"Image and Video Quality Assessment","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Cache; Wireless network; Wireless; Bit rate; Real Time Streaming Protocol; Computer network; Quality of experience; Quality of service; Operating system","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":[0.0006364745,0.0001971414,0.0001995114,0.00007316413,0.0001756499,0.0001787221,0.000575312,0.00006466922,0.00004157967],"category_scores_gemma":[0.000004696945,0.0001684298,0.0001081325,0.0002259324,0.00002845182,0.001028161,0.0004350345,0.0001128846,0.00003816528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000991278,"about_ca_system_score_gemma":0.00002207089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007302585,"about_ca_topic_score_gemma":0.00002432708,"domain_scores_codex":[0.9983862,0.0001148935,0.000263494,0.0003646165,0.0002229959,0.0006478078],"domain_scores_gemma":[0.9989932,0.0001765686,0.0001072295,0.0005152534,0.00006246783,0.0001453179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003288302,0.0003716463,0.001854121,0.00008094381,0.0002760758,0.00001607074,0.001410515,0.002316624,0.0001865901,0.7833201,0.01254624,0.1975882],"study_design_scores_gemma":[0.001018236,0.0001459406,0.01627368,0.00005870984,0.00005659074,0.000002823624,0.0005999006,0.9666831,0.001412954,0.0008963805,0.0123122,0.000539523],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005931078,0.00008772006,0.9866352,0.0003606805,0.0005055358,0.0005094723,0.000003337129,0.0001476071,0.005819345],"genre_scores_gemma":[0.9055187,0.00002442069,0.0895907,0.001329814,0.0002883943,0.0001070631,0.000006342411,0.00001642272,0.00311811],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9643664,"threshold_uncertainty_score":0.6868368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03621724634751406,"score_gpt":0.3011714293839963,"score_spread":0.2649541830364822,"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."}}