{"id":"W4388441219","doi":"10.18280/isi.280516","title":"Educational and Cybersecurity Applications of an Arabic CAPTCHA Gamification System","year":2023,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Qassim University","keywords":"CAPTCHA; Arabic; Computer security; Computer science; Internet privacy; World Wide Web; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000495697,0.00009078321,0.0001083086,0.000349138,0.0002373881,0.0001816015,0.0002649817,0.00007255071,0.000002863357],"category_scores_gemma":[0.00005980923,0.00009516162,0.00002684039,0.0009121879,0.0000677105,0.003427751,0.00005451434,0.00006596505,0.00007897755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001196383,"about_ca_system_score_gemma":0.0000779204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001751656,"about_ca_topic_score_gemma":0.00001133419,"domain_scores_codex":[0.9990797,0.00005090919,0.0003731749,0.0001403934,0.0002186471,0.0001371929],"domain_scores_gemma":[0.9990172,0.00006838343,0.0002578384,0.0003412964,0.0002465017,0.00006881764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001430908,0.00005398329,0.0017119,0.001097713,0.00003090068,4.114789e-7,0.02627208,0.0008278437,0.001321763,0.6596434,0.0003344595,0.3086913],"study_design_scores_gemma":[0.0007280019,0.0002312191,0.2372594,0.0002859905,0.00003572676,0.0001821419,0.006302749,0.6660505,0.005311263,0.077885,0.005066,0.000662063],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5577698,0.00006855286,0.4367083,0.0002127066,0.0004110485,0.000560694,0.00002410892,0.000627445,0.003617343],"genre_scores_gemma":[0.995768,0.00001317873,0.003824114,0.00002402874,0.00006131373,0.0001681379,0.0001168887,0.000004385373,0.00001997184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6652226,"threshold_uncertainty_score":0.3880578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247121086944597,"score_gpt":0.2312312528753898,"score_spread":0.2187600420059438,"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."}}