{"id":"W4384038431","doi":"10.31219/osf.io/xgzy8","title":"Enhancing Public Awareness and Education in Cybersecurity: A Canadian Perspective","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Sophistication; Perspective (graphical); Computer security; Cyber threats; Business; Public domain; Public relations; Public security; Domain (mathematical analysis); Security awareness; Political science; Internet privacy; Information security; Computer science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005584592,0.0005584115,0.0004994329,0.003883648,0.0148492,0.008211313,0.001386064,0.002894351,0.008559718],"category_scores_gemma":[0.01089109,0.0003778641,0.0005051052,0.004974135,0.0107034,0.004481389,0.003919013,0.0050874,0.0003162333],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1569472,"about_ca_system_score_gemma":0.3181909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9919888,"about_ca_topic_score_gemma":0.9947774,"domain_scores_codex":[0.9939996,0.001085995,0.00008968106,0.0003123119,0.001888181,0.002624191],"domain_scores_gemma":[0.985823,0.003015744,0.0007816299,0.0003214859,0.005421756,0.00463648],"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":[0.00008113001,0.0001744631,0.01383324,0.0005309123,0.0000286435,0.0003480627,0.01897521,0.00124945,0.0004325909,0.8027022,0.05227715,0.109367],"study_design_scores_gemma":[0.00007469557,0.0001139991,0.06511039,0.002594559,0.0001356498,0.000274465,0.05257701,0.001374612,0.000826932,0.07222521,0.8045047,0.0001877895],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.06145499,0.02840686,0.003285755,0.4759343,0.001182635,0.0001014637,0.0004050219,0.00009112381,0.4291379],"genre_scores_gemma":[0.9005094,0.03120821,0.003016521,0.0191758,0.000302586,0.00004701602,0.000169855,0.00005061482,0.04552003],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1569472,"threshold_uncertainty_score":0.9778217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02450938081727806,"score_gpt":0.2856906909089196,"score_spread":0.2611813100916415,"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."}}