{"id":"W4401329681","doi":"10.1109/icoeca62351.2024.00058","title":"Cybersecurity KPIs in Higher Institutions: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Canada West","funders":"","keywords":"Computer science; Performance indicator; Computer security; Data science; Business","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009666564,0.000422604,0.002270224,0.0004198866,0.00005397267,0.0003067307,0.001535776,0.0002240617,0.0001592904],"category_scores_gemma":[0.00008625722,0.0002699193,0.0005977983,0.00190772,0.00003131753,0.0007528768,0.000472714,0.0005914876,0.005847526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000290878,"about_ca_system_score_gemma":0.0006061757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002553869,"about_ca_topic_score_gemma":0.00003162953,"domain_scores_codex":[0.997051,0.0002752679,0.00156992,0.0004257303,0.0003919176,0.0002861914],"domain_scores_gemma":[0.9983106,0.00007020636,0.0003133475,0.001148615,0.00006163234,0.00009554817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[1.316841e-8,0.00001094242,2.136047e-9,0.61175,0.00002273632,0.00001550432,0.00006158201,9.095494e-9,4.153045e-11,0.375918,0.003525796,0.008695338],"study_design_scores_gemma":[0.00001802229,0.000002832452,1.142882e-8,0.4603628,0.0003059215,0.00004561355,0.000001597189,0.00003069375,2.659601e-9,0.000247423,0.5388036,0.0001813927],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[7.425275e-10,0.9345105,0.0009630229,0.0002908527,0.0009475112,0.002148498,0.000008058274,0.0003189447,0.06081263],"genre_scores_gemma":[3.639048e-7,0.9950074,0.0005458413,0.001577123,0.00003357941,0.0006666363,0.00002445735,0.00001141692,0.002133213],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5352778,"threshold_uncertainty_score":0.9999753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1014250295795647,"score_gpt":0.3577536192777141,"score_spread":0.2563285896981494,"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."}}