{"id":"W2149855662","doi":"10.1109/wiapp.2003.1210295","title":"Deconstructing the Kazaa network","year":2004,"lang":"en","type":"article","venue":"","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":210,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Internet traffic; The Internet; Web traffic; Computer science; Traffic generation model; Quarter (Canadian coin); Computer network; World Wide Web; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001041015,0.0002735104,0.0002533275,0.001675102,0.002006826,0.003338019,0.0006335471,0.0005641365,0.001580437],"category_scores_gemma":[0.005286851,0.0001751106,0.0001647453,0.001920506,0.002423656,0.005442325,0.002211765,0.0009706939,0.0004226604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001454964,"about_ca_system_score_gemma":0.001352592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01372909,"about_ca_topic_score_gemma":0.01058832,"domain_scores_codex":[0.9990538,0.0003925511,0.00003380159,0.00009620236,0.0002492419,0.0001743506],"domain_scores_gemma":[0.998152,0.0003821413,0.0002720206,0.0004692052,0.0005656517,0.0001589408],"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":[0.0004261676,0.0001311169,0.04002772,0.00013337,0.00003970665,0.0006807129,0.007868159,0.04394749,0.007959353,0.7820842,0.007762569,0.1089396],"study_design_scores_gemma":[0.00002585522,0.0001623539,0.03484393,0.0001235496,0.00004425457,0.0009669337,0.01525156,0.2661062,0.005570611,0.5946496,0.08214275,0.0001125594],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8716822,0.001055157,0.05285529,0.003558607,0.0001538385,0.00007235172,0.0005281483,0.0005115592,0.06958295],"genre_scores_gemma":[0.9912121,0.0002956104,0.00622422,0.0001087408,0.00003996807,0.00001829387,0.0001739517,0.00002529704,0.001901833],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01372909,"threshold_uncertainty_score":0.02729839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010205854016115,"score_gpt":0.2207088755205082,"score_spread":0.2106068169803471,"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."}}