{"id":"W2110966887","doi":"10.1109/wi.2003.1241218","title":"Bayesian network-based trust model","year":2004,"lang":"en","type":"article","venue":"","topic":"Access Control and Trust","field":"Social Sciences","cited_by":304,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Bayesian network; Context (archaeology); Computational trust; Bayesian probability; File sharing; Artificial intelligence; Machine learning; World Wide Web; Reputation; The Internet","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":[0.0002145932,0.00006185225,0.00008483932,0.0000137499,0.0004203268,0.00007053724,0.0001884081,0.00006537735,0.0004189578],"category_scores_gemma":[0.00002626744,0.00005211784,0.00005305417,0.0001648046,0.0001038669,0.0001563121,0.00001184522,0.0000612932,0.00007154553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005365782,"about_ca_system_score_gemma":0.0002838034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002403214,"about_ca_topic_score_gemma":0.004647123,"domain_scores_codex":[0.9992453,0.00002437095,0.0000920304,0.0001287492,0.0002037503,0.0003057909],"domain_scores_gemma":[0.9996983,0.00002302977,0.00002560421,0.0001039687,0.00003369831,0.0001154331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001197062,0.00004389592,0.004274793,0.000001495267,0.000007007255,0.000003505149,0.0005145294,0.2668303,0.000005614015,0.7224807,0.001564428,0.004261761],"study_design_scores_gemma":[0.004331322,0.0000735936,0.005178612,0.00003324766,0.00005807212,4.472113e-7,0.001099805,0.3712172,0.00008222245,0.5577794,0.05931553,0.0008306113],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00564982,0.00005067829,0.3289624,0.008429613,0.0001490729,0.0001462223,0.000001275023,0.0002065489,0.6564044],"genre_scores_gemma":[0.9891874,0.000005788862,0.004794019,0.001885931,0.0003289142,0.000009075795,0.000001328762,0.000006139429,0.003781389],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9835376,"threshold_uncertainty_score":0.4587294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01860970290750255,"score_gpt":0.2866306777194931,"score_spread":0.2680209748119906,"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."}}