{"id":"W2158412185","doi":"10.1109/nswctc.2009.51","title":"A Solution for Whitewashing in P2P Systems Based on Observation Preorder","year":2009,"lang":"en","type":"article","venue":"","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bishop's University","funders":"","keywords":"Computer science; Preorder; Node (physics); Joins; Identity (music); Computer security; Theoretical computer science; Programming language; Mathematics; Engineering; Discrete mathematics","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":[0.0004342739,0.0001016636,0.0001182947,0.000228568,0.00005724687,0.0001567285,0.0005869131,0.00008803193,6.196686e-7],"category_scores_gemma":[0.0001646276,0.00009336839,0.00002711502,0.0006764541,0.000006198144,0.0003648493,0.00004963276,0.00008171247,0.000009645005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001274946,"about_ca_system_score_gemma":0.00003268009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004076365,"about_ca_topic_score_gemma":0.00005768163,"domain_scores_codex":[0.9989695,0.00002691748,0.0001968233,0.0003231999,0.0002019376,0.000281598],"domain_scores_gemma":[0.9992888,0.0001054745,0.00005011264,0.0004562133,0.00006933601,0.0000300428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005865097,0.0002876872,0.003361131,0.00004845539,0.000006513872,0.000006668337,0.0004212853,0.3432795,0.00391794,0.3176153,0.03457121,0.2964257],"study_design_scores_gemma":[0.0002694567,0.0002310284,0.009728039,0.00006882819,8.891321e-7,5.390077e-7,0.0000105767,0.9846158,0.0004141589,0.00254185,0.001995248,0.0001235985],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01550336,0.00002073454,0.9678082,0.01406201,0.0002223766,0.0005848342,6.750547e-7,0.0007056302,0.001092173],"genre_scores_gemma":[0.8081977,4.807529e-7,0.1901394,0.00126657,0.00002887387,0.00007639479,0.000003109974,0.000004033414,0.0002833311],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7926944,"threshold_uncertainty_score":0.3807452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03268530730813107,"score_gpt":0.2640138419991726,"score_spread":0.2313285346910415,"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."}}