{"id":"W4322767342","doi":"10.22331/q-2023-03-02-932","title":"Security of device-independent quantum key distribution protocols: a review","year":2023,"lang":"en","type":"review","venue":"Quantum","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; National Research Foundation Singapore; National Research Foundation","keywords":"Quantum key distribution; Key (lock); Computer science; Protocol (science); Key exchange; Computer security; Quantum; Physics; Public-key cryptography; Encryption; Quantum mechanics; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001910937,0.0006884609,0.002543811,0.0003848225,0.000157612,0.0001765868,0.002634946,0.0004069975,0.00005542338],"category_scores_gemma":[0.0002127064,0.0005535089,0.001390072,0.003068688,0.0001012153,0.0006561724,0.0006182645,0.0007173792,0.001165402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001375359,"about_ca_system_score_gemma":0.0006896046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002390212,"about_ca_topic_score_gemma":0.000005406323,"domain_scores_codex":[0.9945623,0.0005057732,0.002421499,0.0007283833,0.001156218,0.0006258714],"domain_scores_gemma":[0.9953522,0.0002323978,0.002001114,0.001811206,0.0003605302,0.0002425267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002863367,0.0001552974,0.000001980088,0.2489437,0.0001601195,0.00001995032,0.0001444132,2.194179e-7,5.386085e-8,0.4820148,0.02050886,0.2480478],"study_design_scores_gemma":[0.0001482401,0.000130249,0.0000037697,0.09652464,0.0001897378,0.00004531684,0.00001389899,0.002019646,9.677281e-7,0.005108453,0.8952808,0.0005342959],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.725136e-7,0.9599575,0.0220262,0.0001230632,0.0004783889,0.01629836,0.0002746379,0.0005318708,0.0003093472],"genre_scores_gemma":[0.000009214483,0.9897721,0.0001266667,0.0001390189,0.00007161401,0.009343353,0.0004726489,0.00004371782,0.00002165857],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.874772,"threshold_uncertainty_score":0.9996917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08737898987351674,"score_gpt":0.381488776005435,"score_spread":0.2941097861319182,"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."}}