{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02624016,0.002223021,0.001193197,0.001117919,0.001268572,0.004761653,0.003542549,0.005097025,0.005460976],"category_scores_gemma":[0.1907332,0.001255365,0.001736438,0.0006398125,0.002799876,0.01225947,0.003299779,0.002958076,0.002491945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066763,"about_ca_system_score_gemma":0.001857531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002001189,"about_ca_topic_score_gemma":0.001306451,"domain_scores_codex":[0.9687773,0.01755917,0.003633065,0.004417937,0.004047112,0.001565364],"domain_scores_gemma":[0.7315084,0.2077749,0.008087236,0.02973987,0.01888873,0.00400089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04527237,0.06385116,0.1829618,0.02035331,0.001775408,0.001343703,0.02881926,0.01429212,0.05508591,0.01017548,0.01182735,0.5642422],"study_design_scores_gemma":[0.01692234,0.2627594,0.2040109,0.008136281,0.007304302,0.003336724,0.01852397,0.1472254,0.2261892,0.0199867,0.08310658,0.002498179],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517959,0.0004775155,0.02871869,0.00161906,0.0006761054,0.005591057,0.0004931284,0.00272476,0.00790369],"genre_scores_gemma":[0.9153514,0.0003428025,0.07532599,0.001294351,0.0001586873,0.003225884,0.0004488685,0.0004786054,0.003373379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02624016,"threshold_uncertainty_score":0.138773,"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."}}