{"id":"W4409883963","doi":"10.1145/3706598.3714143","title":"Precision Email Simulator for Research on Safety-Critical Phishing Behaviour","year":2025,"lang":"en","type":"article","venue":"","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phishing; Computer science; Human–computer interaction; Simulation; Computer security; World Wide Web; The Internet","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":[0.002312043,0.0006181935,0.0004887171,0.0006054501,0.0004507029,0.001198821,0.001901746,0.00188729,0.0129176],"category_scores_gemma":[0.02079623,0.0003147685,0.0005278176,0.0005724628,0.0007236307,0.001479951,0.001816762,0.001719128,0.002515915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008978423,"about_ca_system_score_gemma":0.00134851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001922959,"about_ca_topic_score_gemma":0.001711362,"domain_scores_codex":[0.9987785,0.0006209957,0.0001121899,0.0001242699,0.0002643892,0.00009963789],"domain_scores_gemma":[0.9802362,0.01403983,0.001366868,0.002137137,0.001530433,0.0006894945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00372883,0.005933295,0.06450517,0.003054866,0.000374022,0.001084275,0.006735446,0.5249054,0.04758656,0.1107403,0.0657567,0.1655952],"study_design_scores_gemma":[0.000551779,0.003101257,0.01505345,0.0004187579,0.0002073071,0.0004811112,0.0009366043,0.8496485,0.01367372,0.04489367,0.07084384,0.0001900757],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4519789,0.0008932737,0.4801257,0.002655139,0.001134509,0.005074828,0.008805027,0.01202002,0.03731271],"genre_scores_gemma":[0.8648728,0.0006397623,0.1176393,0.0007445731,0.00009563449,0.004043521,0.00300087,0.0005557175,0.00840781],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0129176,"threshold_uncertainty_score":0.04321373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09677519181169751,"score_gpt":0.4434463605027908,"score_spread":0.3466711686910933,"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."}}