{"id":"W6989371289","doi":"","title":"Applying a Preference Modeling Structure to User Privacy","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Privacy-Preserving Technologies in Data","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preference; Preference elicitation; Outcome (game theory); Negotiation; The Internet; Domain (mathematical analysis); Information privacy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020968,0.001073073,0.0009281527,0.001569239,0.001088459,0.002676806,0.001790822,0.001706626,0.004413571],"category_scores_gemma":[0.06664318,0.000660068,0.001617626,0.002676893,0.002063353,0.007345284,0.003146932,0.003975911,0.0007858879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002003573,"about_ca_system_score_gemma":0.002318213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001881874,"about_ca_topic_score_gemma":0.002063582,"domain_scores_codex":[0.9690016,0.02349173,0.0008163441,0.002046262,0.004213168,0.0004309039],"domain_scores_gemma":[0.9362782,0.04541729,0.002947805,0.01079145,0.003867001,0.0006983458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004195545,0.0003277518,0.004351591,0.0003561406,0.0002424682,0.0001858471,0.00138132,0.1464627,0.002808098,0.6674769,0.002342309,0.1736452],"study_design_scores_gemma":[0.00006713835,0.0003112628,0.0009025573,0.00006930318,0.00007353003,0.0002314093,0.0001825391,0.5865022,0.003136625,0.4018111,0.006645737,0.00006655174],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00456253,0.00002574736,0.9933951,0.0002593761,0.000009790609,0.00008152047,0.00007970848,0.00009063658,0.001495661],"genre_scores_gemma":[0.4138623,0.0001681015,0.5828781,0.0002433796,0.00006499386,0.0006157748,0.0003813611,0.00004527365,0.001740776],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.020968,"threshold_uncertainty_score":0.1108907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05711494678301388,"score_gpt":0.2874042768567514,"score_spread":0.2302893300737375,"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."}}