{"id":"W3136321458","doi":"","title":"Usable Security: Quo Vadis?","year":2006,"lang":"en","type":"article","venue":"USENIX Security Symposium","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; University of British Columbia","funders":"","keywords":"USable; Computer science; Computer security; World Wide Web","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":[0.0004774219,0.0003582711,0.0003391447,0.0002253304,0.0003930779,0.0006954636,0.001389804,0.0002194282,0.0001349022],"category_scores_gemma":[0.0000196878,0.0003642679,0.0002118453,0.0007462049,0.00009909927,0.002205494,0.000458059,0.0003984266,0.001054414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001218208,"about_ca_system_score_gemma":0.0001288098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008860225,"about_ca_topic_score_gemma":0.0003655089,"domain_scores_codex":[0.9971767,0.0001205666,0.0006265954,0.000582654,0.0007051983,0.0007882941],"domain_scores_gemma":[0.9981142,0.00007736288,0.0002156777,0.001151551,0.0002174059,0.0002237816],"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":[0.00001115493,0.0003477767,0.001322811,0.00007231697,0.00002484126,0.00005559222,0.009818225,0.00007404428,0.000709502,0.9339859,0.05328245,0.0002953167],"study_design_scores_gemma":[0.001807439,0.0001532988,0.001289935,0.00004989083,0.00003262693,0.0002738121,0.0002245227,0.07754711,0.02209072,0.1428266,0.7522375,0.001466544],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3257073,0.0005508816,0.04288654,0.01588864,0.004550349,0.001327479,0.00009118969,0.003281953,0.6057156],"genre_scores_gemma":[0.9952695,0.00002711069,0.001749828,0.001403498,0.0003647598,0.00002907791,0.00004408329,0.00002161863,0.001090484],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7911593,"threshold_uncertainty_score":0.9998809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004840853322295969,"score_gpt":0.2021697746446637,"score_spread":0.1973289213223677,"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."}}