{"id":"W2138515236","doi":"10.1109/infcom.2009.5061996","title":"apt-p2p: A Peer-to-Peer Distribution System for Software Package Releases and Updates","year":2009,"lang":"en","type":"article","venue":"","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"BitTorrent; Computer science; Upload; File sharing; Software; Peer-to-peer; The Internet; Software development; World Wide Web; Software engineering; Distributed computing; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004787459,0.0002692699,0.0003100782,0.0001463049,0.0002322262,0.0004514788,0.001184721,0.0001527553,0.000002603276],"category_scores_gemma":[0.0009664975,0.0002312735,0.0000749395,0.0006986723,0.00003949618,0.0004193901,0.0004438182,0.0001245318,0.00007834229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001440568,"about_ca_system_score_gemma":0.00003873547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002339081,"about_ca_topic_score_gemma":0.00001769121,"domain_scores_codex":[0.997757,0.0000285599,0.0003062708,0.0007256396,0.000576539,0.0006059525],"domain_scores_gemma":[0.9981064,0.0001874595,0.00007598438,0.0009042063,0.0004997003,0.0002262893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004608702,0.00009795966,0.000961419,0.00007361992,0.00003215473,0.00003474361,0.0002375323,0.0001692651,0.0007607603,0.1612196,0.578449,0.2579179],"study_design_scores_gemma":[0.003129804,0.004247281,0.04158749,0.0007917208,0.000130722,0.0004168652,0.00137631,0.04513506,0.08019267,0.04577897,0.7734261,0.003787018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02330969,0.0001278626,0.9394535,0.03286604,0.00024383,0.0007218754,0.000134922,0.002909157,0.0002331246],"genre_scores_gemma":[0.798426,0.000003772313,0.1986733,0.0009342521,0.00008230341,0.00008838008,0.00008318022,0.00001264732,0.001696074],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7751164,"threshold_uncertainty_score":0.9431058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181101359792745,"score_gpt":0.2451681269181284,"score_spread":0.2333571133202009,"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."}}