{"id":"W2365936287","doi":"","title":"A P2 PApproach to Enhance the Service Ability of Web 2.0 Video Sites","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bottleneck; Computer science; Service (business); Node (physics); Computer network; File sharing; World Wide Web; Multimedia; The Internet; Embedded system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003555139,0.0005008481,0.0002577035,0.0006005876,0.0006918695,0.0007391974,0.0009650863,0.0007684826,0.003586057],"category_scores_gemma":[0.001086454,0.0001952513,0.000231939,0.000613664,0.0003279477,0.001551948,0.0007262834,0.000440122,0.0009549072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00038371,"about_ca_system_score_gemma":0.0007991197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003012859,"about_ca_topic_score_gemma":0.003444645,"domain_scores_codex":[0.9997223,0.00008132335,0.000009163713,0.00004411147,0.0000833248,0.00005978375],"domain_scores_gemma":[0.9995987,0.0001054664,0.00003370758,0.00008542993,0.0001118801,0.00006483139],"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":[0.001208728,0.001393943,0.007692553,0.0004216118,0.0001304301,0.001485273,0.0002982071,0.08569986,0.1889778,0.05781421,0.02496746,0.6299099],"study_design_scores_gemma":[0.0004404338,0.002453809,0.006625385,0.00005375515,0.0001478775,0.002862404,0.0003198635,0.7537389,0.1373602,0.02401839,0.07187514,0.0001038183],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2957859,0.001055356,0.644708,0.00196721,0.0002669031,0.0004287116,0.0001323281,0.005036802,0.05061877],"genre_scores_gemma":[0.8544306,0.0003225583,0.134072,0.0002196198,0.0001149794,0.0001559842,0.00009575603,0.00009063655,0.01049787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003586057,"threshold_uncertainty_score":0.01199657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157182370925187,"score_gpt":0.2537425091537487,"score_spread":0.2421706854444969,"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."}}