{"id":"W4392707586","doi":"10.21125/inted.2024.1319","title":"ENHANCING CYBERSECURITY EDUCATION IN SECONDARY SCHOOLS: A CYBOK-BASED ANALYSIS AND STRATEGIC APPROACH","year":2024,"lang":"en","type":"article","venue":"INTED proceedings","topic":"Information and Cyber Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer security; Computer science; Engineering management; Business; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004946348,0.0001436747,0.000169833,0.0008627714,0.00006787178,0.0008586293,0.0003042186,0.00009292718,0.0000232623],"category_scores_gemma":[0.00003112197,0.0001380231,0.00007060797,0.002226739,0.00002747354,0.001411908,0.00007549759,0.0004996861,0.0000232287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001048061,"about_ca_system_score_gemma":0.0006072367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002111833,"about_ca_topic_score_gemma":0.00008519369,"domain_scores_codex":[0.9988876,0.00001248904,0.000313667,0.0003722068,0.0002013443,0.0002126737],"domain_scores_gemma":[0.9995536,0.00002240201,0.00006653412,0.0001108876,0.0001528897,0.00009372513],"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":[0.00001962866,0.0002413096,0.002952028,0.0009665167,0.0001988758,0.000006000959,0.02725903,0.00001560286,0.00243661,0.9182621,0.0006967884,0.04694554],"study_design_scores_gemma":[0.0004928187,0.000090947,0.007818189,0.000371081,0.0001211853,0.00004362228,0.009566206,0.9301793,0.01254763,0.03611037,0.001940771,0.0007178661],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8594639,0.0005560452,0.05362379,0.0008582616,0.0002599844,0.0003009657,0.000004025386,0.0004653758,0.08446766],"genre_scores_gemma":[0.9865549,0.00000825067,0.01286099,0.0004283785,0.00003304274,0.00003824535,0.00001289082,0.000005728714,0.0000575792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9301637,"threshold_uncertainty_score":0.8279782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00942848055318907,"score_gpt":0.2511682405804687,"score_spread":0.2417397600272796,"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."}}