{"id":"W4416342574","doi":"10.1109/wconf64849.2025.11233369","title":"Fake Profile Detection on Twitter: Methodology and Web Application Implementation","year":2025,"lang":"","type":"article","venue":"","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Web application; Scope (computer science); Selection (genetic algorithm); Social media; Mobile device; The Internet","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":[0.001309369,0.0003971964,0.0003462229,0.001330646,0.0004824437,0.0009198568,0.0006381773,0.0005658274,0.004914888],"category_scores_gemma":[0.003962101,0.0002900314,0.0002287543,0.0006526741,0.0002278501,0.0006793571,0.0006269878,0.0003931573,0.002277203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002836353,"about_ca_system_score_gemma":0.0004951861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001117381,"about_ca_topic_score_gemma":0.001123027,"domain_scores_codex":[0.999127,0.0002447565,0.0000948016,0.0001617778,0.0002824073,0.00008932009],"domain_scores_gemma":[0.9980046,0.0005990826,0.000172063,0.0003822624,0.0007202544,0.0001217586],"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":[0.001495776,0.00249486,0.04632384,0.0008353848,0.0001058784,0.001200709,0.001807764,0.009555461,0.1930175,0.003720135,0.007920564,0.7315221],"study_design_scores_gemma":[0.0002834414,0.002061413,0.07381846,0.0001949096,0.000125774,0.001393509,0.001381337,0.4241524,0.45982,0.003405963,0.03312061,0.0002421449],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5814555,0.0001539952,0.3843033,0.0004586841,0.0001477883,0.004276882,0.001297145,0.01930129,0.008605476],"genre_scores_gemma":[0.6976427,0.0001802876,0.290018,0.0001221886,0.00004604338,0.003622718,0.0009794973,0.0005312547,0.006857309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004914888,"threshold_uncertainty_score":0.01644188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04935453289752477,"score_gpt":0.3598706987279655,"score_spread":0.3105161658304407,"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."}}