{"id":"W4232092750","doi":"10.32920/ryerson.14649483","title":"A peer-to-peer delivery system for internet short video sharing","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Compute Canada","funders":"","keywords":"Computer science; BitTorrent; Scalability; Upload; Peer-to-peer; Download; The Internet; Computer network; File sharing; Overlay network; Overlay; Workload; Scheme (mathematics); Multimedia; World Wide Web; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001052251,0.0004268613,0.0008542015,0.0004863189,0.001739053,0.0009821347,0.001397529,0.001002768,0.002509789],"category_scores_gemma":[0.002239987,0.0002231243,0.0003484315,0.0005860804,0.00049182,0.001849248,0.0009434746,0.0007391467,0.0006219352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008897315,"about_ca_system_score_gemma":0.001188509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002789905,"about_ca_topic_score_gemma":0.001720351,"domain_scores_codex":[0.9992763,0.0002227142,0.00004448976,0.000154453,0.0002407122,0.00006132506],"domain_scores_gemma":[0.9993241,0.0002044906,0.00005377003,0.00009088384,0.0002583899,0.00006847304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009412625,0.0005867147,0.002878901,0.0008790063,0.0001884035,0.001879529,0.001630414,0.4114687,0.1354769,0.1366043,0.01073267,0.2967333],"study_design_scores_gemma":[0.00007982662,0.000428932,0.0005431302,0.00001820246,0.00007395454,0.0004462821,0.0001485056,0.957368,0.01526914,0.009334466,0.0162255,0.00006399133],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08187475,0.0007523925,0.9104841,0.0004273243,0.0002335567,0.0005926851,0.00008411226,0.001254446,0.004296706],"genre_scores_gemma":[0.7430946,0.0006891589,0.2479846,0.0001035045,0.0001796185,0.0003413561,0.0001287977,0.0000710548,0.007407267],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002789905,"threshold_uncertainty_score":0.008396149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03997986565358808,"score_gpt":0.2781277133913707,"score_spread":0.2381478477377826,"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."}}