{"id":"W3086863200","doi":"10.1002/ett.3977","title":"Digital Hadith authentication: Recent advances, open challenges, and future directions","year":2020,"lang":"en","type":"article","venue":"Transactions on Emerging Telecommunications Technologies","topic":"Text and Document Classification Technologies","field":"Computer Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"Deanship of Scientific Research, King Saud University","keywords":"Authentication (law); Islam; Computer science; Field (mathematics); Legislation; Task (project management); Computer security; Political science; Law; History; Engineering; Systems engineering; Mathematics; Archaeology","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":[0.0001240388,0.0002451139,0.0002377658,0.0003071878,0.0008265331,0.000377937,0.00368624,0.0001732517,0.00003436268],"category_scores_gemma":[0.00008974242,0.0002380493,0.00005824344,0.001245411,0.000271652,0.00200325,0.0003110984,0.0005428162,0.00006700899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007230751,"about_ca_system_score_gemma":0.0000529771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002131314,"about_ca_topic_score_gemma":0.00001303242,"domain_scores_codex":[0.9985072,0.00004879073,0.0003676384,0.0006089652,0.0001914986,0.0002759127],"domain_scores_gemma":[0.9974856,0.0001342196,0.0001709482,0.002014266,0.0001208577,0.00007408549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004672271,0.000130386,0.000004944821,0.000008809824,0.00002795175,3.582745e-7,0.0005641218,0.00001162019,0.00002884965,0.08633071,0.0002732982,0.9126143],"study_design_scores_gemma":[0.0002509614,0.0001287189,0.0002053918,0.00001753221,0.00001415898,0.000008652756,0.003829202,0.001673904,0.0008890777,0.01053072,0.982165,0.000286618],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0000664896,0.04576434,0.3035754,0.6325813,0.0001770041,0.0006909604,0.00003294115,0.008055569,0.00905601],"genre_scores_gemma":[0.2332804,0.6377399,0.1273368,0.0004415229,0.00002966432,0.0007777677,0.00002289764,0.00003589755,0.0003350913],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9818918,"threshold_uncertainty_score":0.9707369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04322460988914023,"score_gpt":0.2839163424881219,"score_spread":0.2406917325989817,"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."}}