{"id":"W2160048449","doi":"10.1109/ptp.2003.1231515","title":"Trust and reputation model in peer-to-peer networks","year":2004,"lang":"en","type":"article","venue":"","topic":"Access Control and Trust","field":"Social Sciences","cited_by":478,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reputation; Computer science; Peer-to-peer; Bayesian network; Computational trust; Peer review; Internet privacy; World Wide Web; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004235518,0.00004464738,0.00006941348,0.00004163341,0.0001334578,0.00008281857,0.00007049876,0.00005922939,0.00003999824],"category_scores_gemma":[0.0001376746,0.00003925831,0.0000130174,0.0001781352,0.00004269644,0.0002318812,0.00001840099,0.00006049109,0.00001047976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004624954,"about_ca_system_score_gemma":0.00005348427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00523561,"about_ca_topic_score_gemma":0.01164641,"domain_scores_codex":[0.9993492,0.00001834327,0.00009430939,0.0001301528,0.0002414323,0.0001665862],"domain_scores_gemma":[0.9997503,0.00002122539,0.0000172874,0.00004998677,0.00008395585,0.0000773116],"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":[0.00003059979,0.00005008922,0.01571413,0.000002075287,0.000005933118,0.000007143894,0.01473774,0.5639135,0.000007498952,0.3592899,0.0009792622,0.04526206],"study_design_scores_gemma":[0.003676779,0.00008626979,0.0992435,0.00003687089,0.00002613075,0.000001545375,0.0118607,0.6543704,0.00002500453,0.2122571,0.01775417,0.0006614688],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5489816,0.00008396902,0.1405135,0.04637092,0.0001671576,0.0003648553,0.000001534168,0.0001054219,0.263411],"genre_scores_gemma":[0.9898442,0.00001226585,0.001406727,0.0007488697,0.00008737933,0.000009290065,0.000001584091,0.0000035911,0.007886106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4408626,"threshold_uncertainty_score":0.7914711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0189779091217112,"score_gpt":0.3121413842772814,"score_spread":0.2931634751555702,"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."}}