{"id":"W4389192441","doi":"10.22215/etd/2023-15705","title":"Towards Security-Focused Developer Personas","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Persona Design and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Persona; Usability; Software security assurance; Computer science; Software; Dimension (graph theory); Engineering; World Wide Web; Computer security; Information security; Human–computer interaction; Security service","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":[0.04210066,0.001132472,0.0005126552,0.003691751,0.006131012,0.008858388,0.00187893,0.003289332,0.002751626],"category_scores_gemma":[0.05241064,0.001089307,0.000823336,0.001402637,0.008305435,0.01024504,0.01457621,0.004982085,0.001653896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006917485,"about_ca_system_score_gemma":0.01221883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003405477,"about_ca_topic_score_gemma":0.003729133,"domain_scores_codex":[0.936866,0.0481205,0.002378833,0.004190749,0.00649714,0.00194677],"domain_scores_gemma":[0.9493791,0.01923551,0.00587435,0.007848857,0.01192788,0.005734441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008394028,0.0005789325,0.03380053,0.0005236261,0.00005676088,0.0007975094,0.4851989,0.001000876,0.008323978,0.2823846,0.007390296,0.1798601],"study_design_scores_gemma":[0.0001260201,0.0005237809,0.01541497,0.001597569,0.00007404569,0.00287801,0.2303806,0.01038584,0.008612758,0.2326584,0.4971487,0.0001993066],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2056064,0.001228843,0.6993068,0.01809627,0.0002933585,0.001518363,0.0001014595,0.00128097,0.07256757],"genre_scores_gemma":[0.6069785,0.0005416269,0.3786295,0.001668448,0.00004087843,0.00170963,0.0001497183,0.0001803104,0.01010137],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04210066,"threshold_uncertainty_score":0.2226522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02815496757403043,"score_gpt":0.2828794441159076,"score_spread":0.2547244765418772,"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."}}