{"id":"W4311134468","doi":"10.1145/3575797","title":"SoK: Human-centered Phishing Susceptibility","year":2022,"lang":"en","type":"article","venue":"ACM Transactions on Privacy and Security","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; University of Auckland","keywords":"Phishing; Generalizability theory; Computer science; Internet privacy; Computer security; World Wide Web; The Internet; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004863686,0.0001303579,0.0001328002,0.0001106911,0.001540199,0.0001628713,0.0009209256,0.00004596643,0.000208462],"category_scores_gemma":[0.0000325199,0.0001436371,0.00009042509,0.0003238926,0.00004331318,0.0005599999,0.000112537,0.0005605941,0.000006484071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009103076,"about_ca_system_score_gemma":0.00002622317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001534268,"about_ca_topic_score_gemma":0.00004878289,"domain_scores_codex":[0.9986234,0.0001997099,0.0001978235,0.0004781944,0.0002810239,0.0002198718],"domain_scores_gemma":[0.9987682,0.0001128136,0.00005799331,0.000943754,0.00002694407,0.00009031063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007702697,0.009191809,0.01329369,0.0004368964,0.0005621994,0.0001715957,0.1252359,0.002655556,0.03385403,0.09830684,0.004482547,0.7110386],"study_design_scores_gemma":[0.006359538,0.003550588,0.0546291,0.00007240809,0.0001392043,0.0004032256,0.001811522,0.03625224,0.02735789,0.7706869,0.09630002,0.002437396],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7553622,0.00007950491,0.2403493,0.002397405,0.000795467,0.0002206179,0.00002327568,0.0003518074,0.0004204203],"genre_scores_gemma":[0.9980212,0.00001717602,0.001417832,0.0004019229,0.00003160614,0.000035054,0.000004152006,0.000007609908,0.00006339013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7086012,"threshold_uncertainty_score":0.9997597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0341808677709147,"score_gpt":0.2709453304713549,"score_spread":0.2367644627004402,"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."}}