{"id":"W3000167253","doi":"10.1109/pst47121.2019.8949048","title":"Website Identity Notification: Testing the Simplest Thing That Could Possibly Work","year":2019,"lang":"en","type":"article","venue":"","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Identity (music); Certificate; Internet privacy; Computer science; SAFER; World Wide Web; Computer security; Authentication (law); Identity theft","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":[0.0006720962,0.00008958103,0.00007665477,0.0000444614,0.0003189658,0.0009793665,0.000923549,0.00005004999,0.00005542878],"category_scores_gemma":[0.00009624036,0.00006135659,0.00004083803,0.000795431,0.00002058978,0.00141973,0.0001984889,0.0001938546,0.0007670216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003149214,"about_ca_system_score_gemma":0.00003127577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001973056,"about_ca_topic_score_gemma":0.00004257565,"domain_scores_codex":[0.9990215,0.00005421853,0.0001323138,0.0002895872,0.000319937,0.0001824163],"domain_scores_gemma":[0.9987283,0.0003732323,0.00009489815,0.0006860624,0.00007817717,0.00003934641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001732232,0.0000996942,0.6758014,0.00005747961,0.00005757974,0.0000105194,0.005796299,0.002957192,0.01438112,0.1676794,0.009195872,0.1239461],"study_design_scores_gemma":[0.0002933321,0.00007121097,0.8784125,0.00008533752,0.00001451508,0.00004467361,0.0002303166,0.09332943,0.004462721,0.011383,0.01122025,0.0004526432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4525598,0.00008526959,0.5170202,0.003854191,0.002089137,0.0002847408,5.303573e-7,0.0006137058,0.02349247],"genre_scores_gemma":[0.9892933,0.000001740497,0.008466169,0.0008354839,0.0001295391,0.000004594796,7.724699e-7,0.000006091086,0.001262302],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5367335,"threshold_uncertainty_score":0.9858766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06191211844644616,"score_gpt":0.2575961609049471,"score_spread":0.195684042458501,"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."}}