{"id":"W4225275488","doi":"10.1145/3533047","title":"What is Beautiful is Secure","year":2022,"lang":"en","type":"article","venue":"ACM Transactions on Privacy and Security","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Appeal; Internet privacy; Credibility; Usability; World Wide Web; Computer science; Perception; Computer security; Psychology; Human–computer interaction; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002546273,0.0002914729,0.0002449406,0.001148134,0.0007186719,0.004335438,0.000211197,0.0008568603,0.003528887],"category_scores_gemma":[0.02645834,0.0001910198,0.000502834,0.0005295799,0.002040901,0.00275117,0.001205895,0.0008465092,0.0004075434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005551848,"about_ca_system_score_gemma":0.0003730875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001426939,"about_ca_topic_score_gemma":0.001843144,"domain_scores_codex":[0.9977068,0.0009882486,0.0001423045,0.0002097205,0.0007941196,0.0001587963],"domain_scores_gemma":[0.9783989,0.01132301,0.004791631,0.00115235,0.002419493,0.001914609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00267157,0.0007604257,0.6446204,0.001720935,0.0007620174,0.001509048,0.07786278,0.002060696,0.05509356,0.0278341,0.007916294,0.1771881],"study_design_scores_gemma":[0.0001411038,0.001639542,0.8389466,0.0005578724,0.0006042494,0.003186398,0.05782617,0.006764605,0.008137329,0.04800775,0.03378938,0.00039893],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600928,0.000619488,0.00671557,0.001274417,0.00008300513,0.00005351028,0.00009343489,0.00008112285,0.03098673],"genre_scores_gemma":[0.9980832,0.0001266793,0.001150164,0.0001400197,0.00002720116,0.000008565677,0.0000331613,0.00001354945,0.0004173702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004335438,"threshold_uncertainty_score":0.01346618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02074540103690703,"score_gpt":0.2769877795654528,"score_spread":0.2562423785285458,"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."}}