{"id":"W2137407282","doi":"10.1145/1753846.1754113","title":"Investigating an appropriate design for personal firewalls","year":2010,"lang":"en","type":"article","venue":"","topic":"User Authentication and Security Systems","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Usability; Computer science; Internet privacy; Computer security; Knowledge management; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005208587,0.00006968609,0.00007453039,0.00003520753,0.0001248986,0.0002309002,0.0004688551,0.00004838996,0.00002321314],"category_scores_gemma":[0.00007755437,0.00005853262,0.00003338208,0.0000957433,0.00002741908,0.0003770736,0.0000409907,0.00008263819,0.00004207012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004711268,"about_ca_system_score_gemma":0.00005860069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002191689,"about_ca_topic_score_gemma":0.00002541155,"domain_scores_codex":[0.999279,0.00004354651,0.0001385211,0.0002414991,0.0001389458,0.0001585207],"domain_scores_gemma":[0.9994161,0.00008444041,0.00004764814,0.0002456214,0.00007486335,0.0001313341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004406624,0.0002653601,0.001620444,0.00008122389,0.00003523437,0.000001247952,0.4224818,0.000002757517,0.1838955,0.3310938,0.003415544,0.05710264],"study_design_scores_gemma":[0.0001626489,0.00004131854,0.0003592657,0.000002942979,0.000001575031,0.00000411688,0.00007476312,0.9802103,0.004012159,0.01340145,0.001626822,0.0001026492],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.223141,0.00000293469,0.7747164,0.001055747,0.0003583427,0.000278645,8.026886e-7,0.000188347,0.0002577601],"genre_scores_gemma":[0.8290509,9.723406e-8,0.1698117,0.0004897869,0.00007925118,0.00003619303,0.000001836235,0.000004974566,0.000525278],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9802075,"threshold_uncertainty_score":0.2386891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05367166079389836,"score_gpt":0.2794784680360511,"score_spread":0.2258068072421527,"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."}}