{"id":"W2901907079","doi":"10.1145/3236391","title":"Arabic Authorship Attribution","year":2018,"lang":"en","type":"article","venue":"ACM Transactions on Asian and Low-Resource Language Information Processing","topic":"Authorship Attribution and Profiling","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Cybercrime; Computer science; Anonymity; Authorship attribution; The Internet; Identity (music); Cyberspace; Online identity; Stylometry; Artificial intelligence; Computer security; World Wide Web","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":[0.002904224,0.001307234,0.0005584363,0.009752351,0.002260045,0.004161596,0.0007413141,0.001057772,0.08837211],"category_scores_gemma":[0.03364207,0.0002647929,0.0003835658,0.006656724,0.0007192533,0.002567737,0.002469351,0.0007860347,0.05125925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008603069,"about_ca_system_score_gemma":0.001218168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007378662,"about_ca_topic_score_gemma":0.0008996131,"domain_scores_codex":[0.9953679,0.0009856735,0.0007085862,0.0007838957,0.001752644,0.0004013004],"domain_scores_gemma":[0.9744319,0.00630853,0.004470806,0.006139753,0.007569179,0.001079752],"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":[0.0008544648,0.0001170049,0.0213996,0.001312159,0.00005910128,0.0006413808,0.002180952,0.00212647,0.006325555,0.0136142,0.1974024,0.7539667],"study_design_scores_gemma":[0.0000677564,0.0001457778,0.02698934,0.0006349151,0.00005826314,0.002201886,0.002282653,0.02256819,0.02344766,0.01936696,0.9020669,0.0001697632],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2012637,0.005493093,0.08116202,0.005533899,0.0115134,0.001926396,0.1067138,0.03727564,0.549118],"genre_scores_gemma":[0.6812867,0.002170104,0.09899853,0.0007082081,0.001732058,0.0009151732,0.04878244,0.002649119,0.1627576],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08837211,"threshold_uncertainty_score":0.2956342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375791771308319,"score_gpt":0.2626968309772169,"score_spread":0.2489389132641337,"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."}}