{"id":"W1987098882","doi":"10.1007/s10660-010-9056-y","title":"TREET: the Trust and Reputation Experimentation and Evaluation Testbed","year":2010,"lang":"en","type":"article","venue":"Electronic Commerce Research","topic":"Access Control and Trust","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Reputation; Testbed; Computer science; Computer security; Competition (biology); Reputation system; Internet privacy; Knowledge management; World Wide Web","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005971567,0.00005628056,0.000065564,0.00007621853,0.001318897,0.0002322537,0.0001545844,0.00006227196,0.0002188143],"category_scores_gemma":[0.0006652495,0.00004249979,0.00001348127,0.0002981952,0.0004436407,0.0002462506,0.0000474615,0.0004955944,0.000007618302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001021036,"about_ca_system_score_gemma":0.000344163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003508255,"about_ca_topic_score_gemma":0.01199352,"domain_scores_codex":[0.9978483,0.0007646403,0.0001042592,0.0001893645,0.0006901743,0.0004032545],"domain_scores_gemma":[0.998894,0.000664046,0.00003386691,0.0001377629,0.000202098,0.0000682547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005958447,0.00005275879,0.01009255,0.000004542537,0.00002060779,4.660249e-7,0.02069677,0.000001825106,0.01080994,0.1535721,0.0006144941,0.8040743],"study_design_scores_gemma":[0.004876939,0.0007818493,0.5899089,0.00002766967,0.0001034625,0.00001550437,0.05784272,0.03514608,0.00299401,0.121628,0.1860715,0.0006033774],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691539,0.001162242,0.00002892001,0.01433577,0.00004758284,0.000597917,4.95643e-7,0.0000217565,0.01465143],"genre_scores_gemma":[0.998767,0.0003432835,0.0000187819,0.00006773698,0.000171133,0.0001258776,0.000005080066,0.000006558849,0.0004945836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.803471,"threshold_uncertainty_score":0.9999812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07987949931591252,"score_gpt":0.4861550462912456,"score_spread":0.4062755469753331,"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."}}