{"id":"W3194833090","doi":"10.1364/cleo_at.2021.jtu3a.43","title":"Managing backscattering noise in Sagnac-loop twin-field quantum key distribution","year":2021,"lang":"en","type":"article","venue":"Conference on Lasers and Electro-Optics","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Quantum key distribution; Detector; Key (lock); Noise (video); SIGNAL (programming language); Field (mathematics); Physics; Optics; Optoelectronics; Computer science; 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":[0.0001554268,0.0001619415,0.0001722804,0.0001141491,0.0001193128,0.0003557411,0.0002701317,0.00007584449,0.00002400798],"category_scores_gemma":[0.00003068116,0.0001652422,0.0000514455,0.0004823656,0.00003376549,0.0004371097,0.0001048578,0.0002556439,0.00002518497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000305003,"about_ca_system_score_gemma":0.00008757762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001227045,"about_ca_topic_score_gemma":0.00002197232,"domain_scores_codex":[0.9988255,0.0000402894,0.0002585601,0.0002954734,0.0001908288,0.0003893574],"domain_scores_gemma":[0.9993374,0.00006128352,0.00007206446,0.0003188571,0.0000954056,0.0001150007],"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":[0.00002933438,0.00007412321,0.0008596408,0.00005310811,0.00001367351,0.0000431452,0.0005075175,0.0000841805,0.004032848,0.9622552,0.0005817951,0.03146547],"study_design_scores_gemma":[0.001136191,0.0006415757,0.004630093,0.0002663188,0.00001672645,0.00004703646,0.0007830006,0.901082,0.04434389,0.04385458,0.002478298,0.0007202397],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5568652,0.0001372362,0.4238835,0.008912058,0.0002771738,0.0001297482,0.000006482106,0.0001235497,0.009665087],"genre_scores_gemma":[0.9966779,0.0008069923,0.0009351016,0.001460127,0.00002202723,0.000007279322,0.00003017478,0.000005721382,0.00005472148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9184006,"threshold_uncertainty_score":0.6738382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01406824472447605,"score_gpt":0.2342764796834026,"score_spread":0.2202082349589265,"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."}}