{"id":"W2503813814","doi":"10.4018/978-1-61520-973-6.ch009","title":"Peer-to-Peer Platforms for High-Quality Web Services","year":2010,"lang":"en","type":"book-chapter","venue":"Advances in web technologies and engineering book series","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Distributed hash table; Computer science; Scalability; Peer-to-peer; Load balancing (electrical power); Distributed computing; Overlay; Quality of service; Computer network; Service (business); Overlay network; Context (archaeology); Resource (disambiguation); World Wide Web; The Internet; Database; Operating system; Grid","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005746403,0.0009545531,0.001076104,0.001057049,0.0002023229,0.0003171386,0.003109999,0.00132496,0.00000687211],"category_scores_gemma":[0.0004383147,0.0008959003,0.0001294221,0.0003481502,0.0003069171,0.002071324,0.002467526,0.001279148,0.00002444369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001490983,"about_ca_system_score_gemma":0.00006793313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009256521,"about_ca_topic_score_gemma":0.0005985023,"domain_scores_codex":[0.9961468,0.00000301329,0.0007832826,0.001341697,0.0007213202,0.001003908],"domain_scores_gemma":[0.9971871,0.0002738276,0.0002518004,0.001798555,0.0003657822,0.0001229637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004022264,0.00001288398,0.00003372917,0.0005034787,0.00005062059,0.00002960169,0.0001347931,0.001525116,0.002516426,0.8963788,0.0008490157,0.09792531],"study_design_scores_gemma":[0.000281204,0.0003077651,0.00003336675,0.0004247538,0.00001291787,0.00002451443,0.0001237844,0.0006671995,0.003681294,0.1174194,0.8759125,0.001111314],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07630823,0.1731977,0.2220812,0.2081498,0.02710864,0.02238796,0.003501068,0.1466559,0.1206095],"genre_scores_gemma":[0.0525527,0.01938432,0.7472888,0.000723486,0.0003448438,0.001491218,0.0001096348,0.0003681359,0.1777368],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8750635,"threshold_uncertainty_score":0.9999715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00829806124474307,"score_gpt":0.2349276214889119,"score_spread":0.2266295602441688,"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."}}