{"id":"W4403125389","doi":"10.1109/ic2sdt62152.2024.10696861","title":"Blockchain or AI: Web Applications Security Mitigations","year":2024,"lang":"en","type":"article","venue":"","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Blockchain; Computer science; Web application security; Computer security; World Wide Web; The Internet; Web development","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":[0.0002273337,0.0001420068,0.000121868,0.000227585,0.0002813122,0.0002245488,0.0009932171,0.0001591,0.0001829979],"category_scores_gemma":[0.00001438363,0.0001139738,0.00007456882,0.001649432,0.0001259058,0.0001390111,0.0002622457,0.0003326802,0.0005507374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004159184,"about_ca_system_score_gemma":0.0002174581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001637054,"about_ca_topic_score_gemma":0.0001083063,"domain_scores_codex":[0.9987552,0.00002702219,0.000242049,0.0005545501,0.0001589414,0.0002622838],"domain_scores_gemma":[0.9986883,0.0001435238,0.0000244486,0.0009627878,0.00008242805,0.00009848483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[3.858612e-7,0.00006048807,0.00001822043,0.0000174514,0.00001539573,0.000005396038,0.0001747935,0.000005942992,0.0002147677,0.9704998,0.01184717,0.01714025],"study_design_scores_gemma":[0.00007118381,0.00002038238,0.00001963993,0.0000103418,0.000008208871,0.00005560735,0.00003676821,0.3082986,0.001366453,0.2762268,0.4137127,0.0001733016],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002406089,0.0006101842,0.9466988,0.0346216,0.0001332013,0.000545233,0.00002287766,0.003416236,0.01154578],"genre_scores_gemma":[0.9657349,0.00004461943,0.02997437,0.001120903,0.00009205146,0.0009584548,0.000006856677,0.00001213537,0.002055707],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9633288,"threshold_uncertainty_score":0.7078799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009438019535751001,"score_gpt":0.2627040169407489,"score_spread":0.2532659974049979,"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."}}