{"id":"W3196548271","doi":"10.1109/wifs.2018.8630795","title":"[Front cover]","year":2018,"lang":"en","type":"paratext","venue":"","topic":"Face recognition and analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University at Albany; Rajamangala University of Technology Suvarnabhumi; Technische Universiteit Delft; Universidade de Vigo; Université de Montpellier; Université de Genève; Beijing Jiaotong University; University of Illinois at Urbana-Champaign; University of Science and Technology of China; University of Colorado Colorado Springs; South China University of Technology; Princeton University; Università degli Studi di Padova; Sun Yat-sen University; Centre National de la Recherche Scientifique; Politechnika Warszawska; Dartmouth College; York University; Politecnico di Torino; Drexel University; Hong Kong Baptist University; Harbin Institute of Technology; University of Alberta; Università degli Studi di Siena; České Vysoké Učení Technické v Praze","keywords":"Computer science; Computer security; Anonymity; Cover (algebra); Biometrics; Information security; Class (philosophy); Key (lock); Cryptography; World Wide Web; Engineering; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008082787,0.0001577529,0.0002309191,0.0001396442,0.00006322412,0.0002420412,0.0008116729,0.0001496478,0.1063847],"category_scores_gemma":[0.000007669323,0.0001257179,0.0001643708,0.0001701085,0.00003033176,0.0001486696,0.000216582,0.0001195189,0.6798913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003306634,"about_ca_system_score_gemma":0.0001026478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003345449,"about_ca_topic_score_gemma":0.000009342828,"domain_scores_codex":[0.9990003,0.00003431542,0.0001604525,0.0003888053,0.0002229135,0.0001932583],"domain_scores_gemma":[0.99919,0.00002234859,0.00007864318,0.0005066391,0.0001138105,0.00008857902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[2.255236e-7,0.0000120677,1.948101e-7,0.000007695994,0.0000320477,0.000001299214,0.00001626194,0.000004833867,0.000006224014,0.0002644003,0.9923829,0.007271875],"study_design_scores_gemma":[0.00006009021,0.00002238997,0.000001114294,0.00002218063,0.000009497727,0.000002711371,0.00000282015,0.01036989,0.0004562448,0.000125482,0.9887294,0.0001982153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001177326,0.0001401759,0.4315741,0.0003149037,0.001072671,0.00002938761,0.00000815632,0.00004586474,0.5668135],"genre_scores_gemma":[0.0001307012,0.0002850254,0.01262212,0.001627154,0.0003281784,0.000006243934,0.00005356465,0.000007784596,0.9849392],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5735067,"threshold_uncertainty_score":0.8944321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806082984526117,"score_gpt":0.2588632733695439,"score_spread":0.2408024435242827,"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."}}