{"id":"W4405430862","doi":"10.2139/ssrn.5046484","title":"The Security of Self: A Human-centric Approach to Cybersecurity","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Cybersecurity and Cyber Warfare Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Ottawa","funders":"","keywords":"Computer security; Computer science; Internet privacy; 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","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008702731,0.0004211788,0.0006099398,0.0002612584,0.002615425,0.0004331353,0.001651642,0.0004308551,0.00001557095],"category_scores_gemma":[0.0003418298,0.0003287047,0.0006571877,0.0007648472,0.0004803406,0.00008269234,0.001496885,0.008482796,0.00004292187],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002789716,"about_ca_system_score_gemma":0.007664953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00451878,"about_ca_topic_score_gemma":0.04419999,"domain_scores_codex":[0.9931181,0.0007532476,0.0007464906,0.000610962,0.001290141,0.003481078],"domain_scores_gemma":[0.9981593,0.0002023384,0.0004449525,0.0005020703,0.0004353224,0.0002560567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002267785,0.0002356339,0.0001057225,0.00008482681,0.0008450736,0.000003488359,0.07882591,0.00001253783,0.000001659209,0.9148809,0.002782651,0.002198901],"study_design_scores_gemma":[0.0001867169,0.00008797527,0.00006129808,0.0001037724,0.000262635,0.00002387026,0.06617109,0.00001548878,0.000004715617,0.8788987,0.05382931,0.0003543699],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5034791,0.1263169,0.0003962107,0.01551288,0.005759266,0.003082178,0.0001116801,0.0006012872,0.3447405],"genre_scores_gemma":[0.9688883,0.02790387,0.00004728355,0.00006066223,0.001502132,0.00005450369,0.000005527621,0.00004127903,0.001496462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4654092,"threshold_uncertainty_score":0.9999165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410667463724668,"score_gpt":0.2964009607949368,"score_spread":0.2822942861576901,"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."}}