{"id":"W4412870847","doi":"10.24908/pceea.2025.19637","title":"Developing an Online Cybersecurity Literacy Awareness Module for Post-Secondary Students","year":2025,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Computer security; Literacy; Internet privacy; Computer science; Business; Psychology; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005024204,0.0001317914,0.0001455785,0.0003600522,0.0002948582,0.0004064266,0.001029057,0.0001191065,0.00000439493],"category_scores_gemma":[0.0005713325,0.0001365871,0.00007451755,0.0006202772,0.000008360093,0.001276337,0.00008666076,0.0001734608,0.000002062932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001706037,"about_ca_system_score_gemma":0.002277868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004299618,"about_ca_topic_score_gemma":0.005694351,"domain_scores_codex":[0.9989035,0.000006984544,0.0003327123,0.000201025,0.0002848319,0.0002709948],"domain_scores_gemma":[0.9978125,0.00004146495,0.0002705422,0.0001591991,0.001586135,0.0001301599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000006076676,0.0002924271,0.1057962,0.0008347183,0.0001675456,6.254803e-8,0.01338528,0.0002684457,0.0003204317,0.846992,0.01324112,0.01869566],"study_design_scores_gemma":[0.0006074048,0.00002860433,0.8574721,0.0002888011,0.00003321953,0.000002180983,0.0005761359,0.03579212,0.002489295,0.005182733,0.0970524,0.000475012],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700097,0.0000864066,0.007189664,0.01588535,0.00404949,0.0009223906,0.0001208935,0.0002057572,0.001530328],"genre_scores_gemma":[0.9811044,0.00000444893,0.01506069,0.0027495,0.00008745004,0.00007360669,0.00005250222,0.00001121425,0.0008561322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8418093,"threshold_uncertainty_score":0.6499764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000863857318834,"score_gpt":0.2700481458257669,"score_spread":0.2600395072525786,"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."}}