{"id":"W4409061996","doi":"10.1145/3726867","title":"Site Inspector: Improving Browser Communication of Website Security Information","year":2025,"lang":"en","type":"article","venue":"ACM Transactions on Privacy and Security","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":"Inspector general; Computer security; World Wide Web; Computer science; Internet privacy; Business; Accounting","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":[0.00453306,0.001556627,0.0005596856,0.001288957,0.0003319235,0.001604058,0.001733941,0.001162919,0.007312965],"category_scores_gemma":[0.0239808,0.0006354928,0.0006032173,0.0004398498,0.0006097279,0.002897125,0.002225228,0.001547315,0.002218029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003443758,"about_ca_system_score_gemma":0.001451278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001272925,"about_ca_topic_score_gemma":0.001846746,"domain_scores_codex":[0.997838,0.0007508071,0.0001823354,0.0003560947,0.00065225,0.0002206095],"domain_scores_gemma":[0.9840315,0.009025997,0.0009197551,0.002254255,0.002748213,0.001020155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001990199,0.002850119,0.02690204,0.002432435,0.0001491396,0.000670417,0.01017096,0.003720375,0.1711281,0.005145386,0.02929472,0.7455462],"study_design_scores_gemma":[0.002421813,0.0144743,0.1600212,0.001806421,0.001139277,0.004462438,0.004547593,0.2259791,0.3707765,0.01123232,0.2017672,0.001371861],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3505637,0.0005162547,0.5197115,0.001011078,0.0002599588,0.003073089,0.0009437239,0.1124358,0.0114849],"genre_scores_gemma":[0.4602407,0.0002642682,0.5266901,0.0005103418,0.00006566675,0.0009793602,0.001190659,0.002167484,0.007891453],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007312965,"threshold_uncertainty_score":0.02446425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007328536151657509,"score_gpt":0.2299549738222611,"score_spread":0.2226264376706036,"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."}}