{"id":"W2078264878","doi":"10.1145/1321211.1321230","title":"An audit trail service to enhance privacy compliance in federated identity management","year":2007,"lang":"en","type":"article","venue":"Proceedings of CASCON","topic":"Access Control and Trust","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Identity management; Audit; Alliance; Internet privacy; Information privacy; Computer security; Identity (music); Personally identifiable information; Service (business); Computer science; Legislation; Access control; Business; Accounting; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001068415,0.0001019747,0.0001846359,0.0001224156,0.0001973017,0.000172826,0.0004887982,0.00006229723,0.00005659847],"category_scores_gemma":[0.00006548507,0.00011088,0.00002518181,0.000852638,0.0000512903,0.001284194,0.00006446482,0.00009449251,0.00003333967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001005315,"about_ca_system_score_gemma":0.00002636103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002899037,"about_ca_topic_score_gemma":0.01021835,"domain_scores_codex":[0.9986585,0.000006637128,0.0002813961,0.0002819567,0.0004004183,0.0003711319],"domain_scores_gemma":[0.9992922,0.00001872908,0.0001349883,0.00005616451,0.0003543615,0.0001435803],"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":[0.001165449,0.00144242,0.1749463,0.001601006,0.0001527971,0.00005318846,0.09384789,0.00002924904,0.09193961,0.2832409,0.001737402,0.3498438],"study_design_scores_gemma":[0.001959695,0.0002854692,0.8709723,0.0007974321,0.00006417076,0.000002661624,0.03348321,0.000378897,0.04455437,0.01392668,0.0325297,0.001045437],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9243386,0.00004386259,0.0005219019,0.001391124,0.00009410013,0.0004452796,0.000001428296,0.00005764026,0.07310609],"genre_scores_gemma":[0.9980105,0.00002267835,0.0009565121,0.0005347711,0.0001064355,0.0000184673,8.023598e-7,0.000008501543,0.0003413182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.696026,"threshold_uncertainty_score":0.5702081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03138047724732286,"score_gpt":0.3690600214017679,"score_spread":0.3376795441544451,"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."}}