{"id":"W4399920445","doi":"10.34190/eccws.23.1.2306","title":"Exploring Cybersecurity Implications in Higher Education","year":2024,"lang":"en","type":"article","venue":"European Conference on Cyber Warfare and Security","topic":"Information and Cyber Security","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society of Intestinal Research","funders":"","keywords":"Computer security; Internet privacy; Computer science; Political science","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":[0.0004329341,0.000216822,0.0001595415,0.0002658792,0.0001545834,0.0006576374,0.0005095582,0.00004508984,0.0001481777],"category_scores_gemma":[0.00001661602,0.0002057752,0.00005755519,0.0005100227,0.00005501647,0.001727667,0.0002243515,0.0004277169,0.0004198067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006819193,"about_ca_system_score_gemma":0.0001589314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006497945,"about_ca_topic_score_gemma":0.00004758567,"domain_scores_codex":[0.9984506,0.0001885696,0.0003407084,0.0005189269,0.0002045619,0.000296611],"domain_scores_gemma":[0.9991083,0.00005654674,0.0000500268,0.0005287064,0.00009708991,0.0001593382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002415504,0.00007470266,0.000159804,0.00003541294,0.000005714673,0.00001226106,0.007519429,8.671078e-7,0.00002174555,0.9331275,0.001075021,0.0579651],"study_design_scores_gemma":[0.0006718938,0.0001846417,0.2404803,0.0007671954,0.00001982416,0.00006969234,0.0009222681,0.00727478,0.0003050224,0.1096701,0.6382688,0.001365536],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2448326,0.0006405101,0.001448749,0.01818394,0.002167512,0.0004057059,0.00002589423,0.000808255,0.7314869],"genre_scores_gemma":[0.9972993,0.0003320006,0.0002628411,0.00122494,0.0001345335,0.00004079118,0.00002040117,0.00001476108,0.0006703931],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8234574,"threshold_uncertainty_score":0.8391268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.126716427667705,"score_gpt":0.2876103586998578,"score_spread":0.1608939310321528,"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."}}