{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005372778,0.0006707694,0.0007717561,0.003080757,0.001147621,0.004511557,0.002162163,0.002759904,0.006782006],"category_scores_gemma":[0.007678505,0.0004605613,0.0006310738,0.003512379,0.002400831,0.01458319,0.002106685,0.002245443,0.003117142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00111242,"about_ca_system_score_gemma":0.002060018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001332424,"about_ca_topic_score_gemma":0.001107822,"domain_scores_codex":[0.9971126,0.0008201762,0.0002566462,0.0004998791,0.001009944,0.0003006499],"domain_scores_gemma":[0.9872351,0.006483432,0.0006840806,0.0009500142,0.004083202,0.000564147],"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":[0.0001354934,0.0001911379,0.002829431,0.003352088,0.00003932155,0.0001801402,0.0006313021,0.00150674,0.001918076,0.03671008,0.01736579,0.9351403],"study_design_scores_gemma":[0.00004657364,0.0007891143,0.006075722,0.005669374,0.0001875583,0.002908421,0.01103059,0.038492,0.008148319,0.09557705,0.8308148,0.0002604396],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01635995,0.8769118,0.04598714,0.02674552,0.002211248,0.0001707032,0.0001792689,0.00049709,0.03093731],"genre_scores_gemma":[0.2296444,0.7005264,0.04919813,0.004258942,0.004148817,0.0001509761,0.000701284,0.00006680587,0.01130412],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006782006,"threshold_uncertainty_score":0.02841431,"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."}}