{"id":"W4403004685","doi":"10.1145/3679318.3685406","title":"Towards Security-Focused Developer Personas","year":2024,"lang":"en","type":"article","venue":"Nordic Conference on Human-Computer Interaction","topic":"Persona Design and Applications","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Carleton University","funders":"","keywords":"Persona; Computer science; Internet privacy; Computer security; Human–computer interaction","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":[0.02959981,0.001223285,0.0005511136,0.006443888,0.007548288,0.008727849,0.002083447,0.003349468,0.003585033],"category_scores_gemma":[0.04333045,0.001358014,0.001063086,0.002292894,0.007043057,0.01246519,0.01311174,0.003956053,0.001648762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007881843,"about_ca_system_score_gemma":0.01228201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006989404,"about_ca_topic_score_gemma":0.008737983,"domain_scores_codex":[0.9622799,0.02581992,0.001886639,0.004206071,0.004085759,0.001721683],"domain_scores_gemma":[0.9627542,0.01465794,0.004835347,0.005707261,0.00866596,0.00337932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009592769,0.0003775773,0.04773322,0.0003557402,0.0000560002,0.0005371753,0.4703429,0.001644989,0.005364972,0.3232295,0.004781927,0.1454801],"study_design_scores_gemma":[0.000109894,0.000292782,0.01966797,0.001148101,0.00009025724,0.001782555,0.3286023,0.02649289,0.007097264,0.3135886,0.3009287,0.0001985139],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1970991,0.0005036385,0.7446204,0.008952246,0.0001157185,0.001224553,0.0002298082,0.0009149165,0.04633959],"genre_scores_gemma":[0.5525117,0.0002193183,0.4388037,0.0006105469,0.00001770758,0.001366594,0.0003874552,0.0001547637,0.005928172],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02959981,"threshold_uncertainty_score":0.1565406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09969303639624681,"score_gpt":0.3526119458572419,"score_spread":0.252918909460995,"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."}}