{"id":"W1530426809","doi":"","title":"Best Practices for Applying Sonification to Support Teaching and Learning of Network Intrusion Detection","year":2010,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Bluetooth and Wireless Communication Technologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Sonification; Usability; Computer science; Task (project management); Intrusion; Intrusion detection system; Set (abstract data type); Human–computer interaction; Machine learning; Artificial intelligence; Multimedia; Engineering","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":[0.0006670312,0.000132341,0.0001843546,0.0005949101,0.0004288945,0.00007656973,0.000580079,0.0001815388,0.000009804098],"category_scores_gemma":[0.003290821,0.0001298543,0.00001621917,0.0005251586,0.0002124455,0.0002602007,0.0002477242,0.0009505178,0.000006142905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000149781,"about_ca_system_score_gemma":0.0001608365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003603695,"about_ca_topic_score_gemma":0.0004026725,"domain_scores_codex":[0.9989339,0.00005908146,0.00026346,0.00036881,0.0001489463,0.0002258735],"domain_scores_gemma":[0.9975006,0.001357054,0.0004029544,0.0004302014,0.0002263999,0.00008281124],"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":[0.000006427637,0.00004547948,0.001850061,0.00001392515,0.000004875344,7.769464e-8,0.0003256139,0.000001948862,0.0108828,0.5834769,0.0000627778,0.4033291],"study_design_scores_gemma":[0.0004367114,0.0006190953,0.005497733,0.0001301623,0.00002334502,0.000027948,0.0005462127,0.007015618,0.02394117,0.9488758,0.01249074,0.0003954009],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2740582,0.0003164633,0.1075629,0.6119305,0.002384805,0.001383116,0.00000558221,0.0006274527,0.001730916],"genre_scores_gemma":[0.9207565,0.0001117817,0.07821704,0.00009216253,0.000144694,0.0004912167,0.00001101478,0.000007558046,0.000168055],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6466983,"threshold_uncertainty_score":0.5295306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04631488956371996,"score_gpt":0.3138424730950203,"score_spread":0.2675275835313003,"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."}}