{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02290171,0.000512582,0.000898944,0.01706996,0.001904308,0.007218275,0.0008488679,0.002352704,0.003593662],"category_scores_gemma":[0.05001139,0.0004394741,0.001569149,0.01657744,0.004269608,0.009078133,0.005074742,0.002238786,0.0002802286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006440537,"about_ca_system_score_gemma":0.02916058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004248127,"about_ca_topic_score_gemma":0.01139126,"domain_scores_codex":[0.9801327,0.01285823,0.002655459,0.0008515502,0.002788533,0.0007134816],"domain_scores_gemma":[0.9256461,0.06130204,0.005434583,0.0009360174,0.005998532,0.0006827021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006701321,0.0001385003,0.02171545,0.1919838,0.001037074,0.001599998,0.03255333,0.001948361,0.0008670024,0.2304873,0.009393911,0.5082083],"study_design_scores_gemma":[0.00004375745,0.0002990792,0.02548622,0.3821864,0.001338792,0.001988863,0.1475312,0.000909951,0.001323027,0.08722875,0.3515657,0.00009822469],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0462522,0.8679413,0.007110495,0.04079087,0.0009571078,0.0008013582,0.0006884479,0.00002658511,0.03543164],"genre_scores_gemma":[0.4070327,0.5725455,0.009273227,0.00893879,0.0002366989,0.0006082177,0.0003170607,0.00001081699,0.001036997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02290171,"threshold_uncertainty_score":0.1211173,"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."}}