{"id":"W1990405567","doi":"10.1145/1516360.1516410","title":"Flower-CDN","year":2009,"lang":"en","type":"article","venue":"","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Gossip; Locality; Server; Computer network; Distributed hash table; Latency (audio); Overlay network; Content distribution; World Wide Web; Overlay; Peer-to-peer; The Internet; Operating system; Telecommunications","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":[0.00005263104,0.00003495633,0.0000366955,0.00002411127,0.0000342055,0.00006687532,0.0003016627,0.00001239825,0.00001713716],"category_scores_gemma":[0.000005036708,0.00002799031,0.00002988771,0.0000777159,0.000002928428,0.0001635781,0.00002759709,0.0000357852,0.0001940563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005818809,"about_ca_system_score_gemma":0.000008145113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001316222,"about_ca_topic_score_gemma":0.000002414544,"domain_scores_codex":[0.999661,0.000007023241,0.00004729046,0.0001124891,0.00008051949,0.0000917241],"domain_scores_gemma":[0.9997065,0.000008891389,0.000006935811,0.0002304981,0.00001395048,0.00003319706],"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":[0.00000233382,0.00006675174,0.0001506929,6.763844e-7,0.000004511231,0.00003098754,0.0001415719,0.000042273,0.0066158,0.5240881,0.03217741,0.4366788],"study_design_scores_gemma":[0.001883423,0.0008501072,0.03691386,0.00004922876,0.00001355458,0.0001988465,0.00007906783,0.7111455,0.0134096,0.08652897,0.1474218,0.001506115],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05001244,0.00008864388,0.7754015,0.006041926,0.0003533123,0.00003393834,1.106482e-7,0.0005028431,0.1675653],"genre_scores_gemma":[0.9882323,0.000002689815,0.004191859,0.003194674,0.00003232485,2.938031e-7,1.411397e-7,7.142148e-7,0.004345077],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9382198,"threshold_uncertainty_score":0.2494265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007727509809261821,"score_gpt":0.2022893990657407,"score_spread":0.1945618892564789,"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."}}