{"id":"W4403868749","doi":"10.1103/prxquantum.5.040315","title":"Postselection Technique for Optical Quantum Key Distribution with Improved de Finetti Reductions","year":2024,"lang":"en","type":"article","venue":"PRX Quantum","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Postselection; Key (lock); Quantum key distribution; Computer science; Statistical physics; Quantum; Physics; Quantum mechanics; Quantum entanglement; Computer security","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":[0.0004442574,0.0001812338,0.000142316,0.0002017726,0.0002588065,0.0004039854,0.0003257165,0.0001191765,0.000009914264],"category_scores_gemma":[0.00006748107,0.000150912,0.0001269381,0.0009911052,0.00007614771,0.0008698275,0.00004506641,0.0002474104,0.00002730849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159629,"about_ca_system_score_gemma":0.0002297292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000225677,"about_ca_topic_score_gemma":0.000005471655,"domain_scores_codex":[0.9987134,0.0000304022,0.0002997301,0.0003507702,0.0001910767,0.0004145677],"domain_scores_gemma":[0.9991985,0.00009877748,0.00006485789,0.0003297128,0.0001786629,0.0001295002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003957799,0.000062111,0.00002027125,0.00008981533,0.00003219398,0.00000261792,0.0002271659,0.00003431582,0.01755121,0.9720488,0.006571745,0.00332023],"study_design_scores_gemma":[0.0003318264,0.0009174809,0.0006234441,0.0001113645,0.00003944829,0.0003459285,0.00008393088,0.8503815,0.04473267,0.05651093,0.04551551,0.0004059479],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009728779,0.0001418603,0.9844849,0.003350551,0.0005180456,0.0006534723,0.00003395755,0.000811166,0.0002773222],"genre_scores_gemma":[0.9598852,0.00002763082,0.0390139,0.0001233907,0.0001412719,0.0006097264,0.0001106081,0.0000200692,0.00006818584],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9501565,"threshold_uncertainty_score":0.6154013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008993702074152806,"score_gpt":0.2482693015392157,"score_spread":0.2392755994650629,"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."}}