{"id":"W77538387","doi":"10.1007/978-3-319-05290-8_16","title":"Internet Multimedia Content Distribution","year":2014,"lang":"en","type":"book-chapter","venue":"Texts in computer science","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Multicast; Multimedia; The Internet; Scalability; Download; Interactivity; World Wide Web; Computer network; Peer-to-peer; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001146469,0.0004151875,0.0004619727,0.0004025688,0.0001295546,0.0005293514,0.003664029,0.0001885302,0.00002640094],"category_scores_gemma":[0.00004513278,0.0003902437,0.0001581625,0.0002117966,0.0005614415,0.000482769,0.001776644,0.0005930288,0.0004360614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003808618,"about_ca_system_score_gemma":0.0002228944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008524871,"about_ca_topic_score_gemma":0.00003812756,"domain_scores_codex":[0.9965827,0.00003634777,0.0005511643,0.00132244,0.000936896,0.000570482],"domain_scores_gemma":[0.9977927,0.0001685571,0.0002734506,0.001293215,0.0002468648,0.0002251941],"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":[0.000006120085,0.00003452356,0.00007428993,0.00001958501,0.0000115785,0.0000838437,0.0002985598,0.0001857504,0.00007073986,0.3318146,0.004371976,0.6630284],"study_design_scores_gemma":[0.0005238011,0.0002035223,0.0008974175,0.0005867215,0.000008311318,0.00007575698,7.833892e-7,0.9607319,0.0001118752,0.00790848,0.02815643,0.000795031],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0005156046,0.0002129694,0.9812538,0.0002614186,0.003139403,0.0002621707,0.00001175933,0.0002683983,0.01407446],"genre_scores_gemma":[0.7907667,0.00008051594,0.04069019,0.002182561,0.001113873,0.00002716492,0.00007544544,0.00006383283,0.1649997],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9605461,"threshold_uncertainty_score":0.9998549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04121761719306127,"score_gpt":0.2330588745806654,"score_spread":0.1918412573876041,"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."}}