{"id":"W1486200320","doi":"10.1007/978-3-642-11686-5_6","title":"Peer-to-Peer Streaming Systems","year":2010,"lang":"en","type":"book-chapter","venue":"Studies in computational intelligence","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Upload; Live streaming; Computer network; The Internet; Overlay; Peer-to-peer; 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":[0.0008673622,0.0008853492,0.001246937,0.000539391,0.0006779879,0.002186803,0.001958015,0.0009586164,0.006526527],"category_scores_gemma":[0.002717747,0.0003827286,0.0002471374,0.001768037,0.0009580895,0.003847285,0.000936891,0.001447755,0.002722574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007331008,"about_ca_system_score_gemma":0.0006942046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007895837,"about_ca_topic_score_gemma":0.0006838917,"domain_scores_codex":[0.9993395,0.00008861697,0.00003443193,0.0001382854,0.0003517389,0.00004738329],"domain_scores_gemma":[0.9990327,0.0005448158,0.00003380826,0.000135189,0.00019803,0.00005543066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000113431,0.0001358,0.0003048408,0.0009946374,0.00007489912,0.0002961062,0.0005691958,0.03096864,0.0105974,0.3959384,0.05797985,0.5020268],"study_design_scores_gemma":[0.00008677812,0.0001990351,0.0006282441,0.0001995204,0.0000866463,0.001133168,0.0002217282,0.2092647,0.009334623,0.4395564,0.339205,0.0000842455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02024954,0.04552025,0.7985359,0.002903924,0.002593727,0.0004791792,0.0003347099,0.003073179,0.1263096],"genre_scores_gemma":[0.3852535,0.08436519,0.3655022,0.0007632147,0.003863107,0.0005297172,0.001084566,0.0006372636,0.1580012],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006526527,"threshold_uncertainty_score":0.02183342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08940146896898137,"score_gpt":0.3535571690511749,"score_spread":0.2641557000821935,"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."}}