{"id":"W4404739795","doi":"10.1109/isncc62547.2024.10759020","title":"SUP: Security User Profiles for Behavioral Data Platforms","year":2024,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Computer security","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":[0.0002971219,0.00009310984,0.00007988788,0.00006368702,0.00009101947,0.0005262081,0.001189159,0.00005386807,0.000109925],"category_scores_gemma":[0.000008410336,0.00006840861,0.00004334201,0.0001800038,0.00001985235,0.003265559,0.0005278084,0.0000979539,0.0002092485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001810201,"about_ca_system_score_gemma":0.00008788301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003467792,"about_ca_topic_score_gemma":0.00004573724,"domain_scores_codex":[0.999149,0.000003924293,0.0001844984,0.0002707321,0.0001814888,0.0002103257],"domain_scores_gemma":[0.9990894,0.00003264627,0.00001824648,0.0007489163,0.00004804978,0.00006271804],"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":[0.000002157848,0.00003339161,0.00007304822,0.00004896894,0.000006862514,0.000002799427,0.002039192,0.000001137737,0.000005126485,0.8996086,0.08672104,0.01145773],"study_design_scores_gemma":[0.0001895815,0.00005554223,0.0001235754,0.00001604589,0.000007537157,0.00001660768,0.0001604111,0.5453133,0.001193589,0.01740164,0.4353125,0.0002096409],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06319457,0.0001719443,0.9146049,0.001931802,0.001591109,0.000881843,0.0003435357,0.001618813,0.01566147],"genre_scores_gemma":[0.9533443,0.000007817493,0.0430867,0.000747155,0.0001489705,0.0000561032,0.0004005106,0.0000107028,0.002197681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8901498,"threshold_uncertainty_score":0.5074237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05430498686450139,"score_gpt":0.3241157375389329,"score_spread":0.2698107506744315,"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."}}