{"id":"W2128237363","doi":"10.1145/1709424.1709457","title":"An exploration of the current state of information assurance education","year":2010,"lang":"en","type":"article","venue":"ACM SIGCSE Bulletin","topic":"Information and Cyber Security","field":"Computer Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information assurance; Curriculum; Government (linguistics); Information security; Engineering management; Program assurance; Information technology; Computer science; Quality assurance; Knowledge management; Business; Public relations; Engineering; Political science; Computer security; Operations management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03438822,0.0003522284,0.0005261209,0.006614124,0.005150946,0.01878717,0.002961599,0.004905203,0.004532976],"category_scores_gemma":[0.05651295,0.0005079628,0.0006087747,0.009708472,0.01148776,0.02777182,0.005438666,0.0104462,0.001200788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01510804,"about_ca_system_score_gemma":0.02788248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01462233,"about_ca_topic_score_gemma":0.01570612,"domain_scores_codex":[0.9643154,0.01478314,0.003498776,0.002414615,0.01276746,0.002220593],"domain_scores_gemma":[0.9117413,0.04696714,0.005976551,0.005620295,0.02523597,0.00445883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002579894,0.0001698715,0.003531391,0.001369619,0.00001131547,0.00007552749,0.005934961,0.0006422303,0.0004078591,0.4934741,0.0304162,0.4639412],"study_design_scores_gemma":[0.00001975592,0.0001994927,0.009207056,0.0110446,0.00002228463,0.0002657475,0.02457154,0.002556508,0.001142689,0.2381063,0.7127331,0.0001309155],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02672762,0.1655175,0.02919406,0.6331129,0.002551373,0.0001252537,0.0003963621,0.0004395336,0.1419353],"genre_scores_gemma":[0.6907437,0.1810926,0.06217482,0.05027793,0.00185613,0.0003217006,0.0007071454,0.0002278814,0.01259817],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03438822,"threshold_uncertainty_score":0.1818645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01207515735361716,"score_gpt":0.2582837157291871,"score_spread":0.24620855837557,"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."}}