{"id":"W3145352456","doi":"10.1109/iwqos.2011.5931242","title":"On long-term social relationships in peer-to-peer systems","year":2011,"lang":"en","type":"article","venue":"","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"BitTorrent; PlanetLab; Computer science; Upload; Software deployment; Peer-to-peer; Term (time); File sharing; The Internet; Social network (sociolinguistics); Set (abstract data type); World Wide Web; Internet privacy; Social media","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001026239,0.0002091572,0.000241278,0.0005298838,0.0001735981,0.0001762185,0.001774167,0.0002183524,0.00002537018],"category_scores_gemma":[0.0004446293,0.0001925518,0.00005406772,0.00126536,0.00004168985,0.0003285448,0.0005789757,0.0004330715,0.001292964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001748886,"about_ca_system_score_gemma":0.00004691424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001299139,"about_ca_topic_score_gemma":0.0003549758,"domain_scores_codex":[0.9976664,0.0001110952,0.0003541674,0.0005781755,0.0007611824,0.000528948],"domain_scores_gemma":[0.9986162,0.0001490271,0.00006816407,0.0008094184,0.0002305196,0.0001266296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002461072,0.0001942329,0.07200059,0.00001575359,0.00002183171,0.0001145765,0.005266472,0.0004664389,0.00005364675,0.8115885,0.09685757,0.01339577],"study_design_scores_gemma":[0.0006108384,0.0003822471,0.9696307,0.0001190527,0.000008316407,0.00002815552,0.0003077582,0.005304089,0.0007169855,0.01774171,0.004232197,0.000917982],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4984858,0.00003425786,0.4058399,0.01720856,0.001591805,0.0009394481,0.000005234342,0.002308478,0.07358657],"genre_scores_gemma":[0.9703024,5.093385e-7,0.01945169,0.0004261839,0.00007974516,0.00008784822,0.000002623742,0.00001644533,0.00963254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8976301,"threshold_uncertainty_score":0.9994847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08871505342169277,"score_gpt":0.2798284344872455,"score_spread":0.1911133810655527,"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."}}