{"id":"W4415366762","doi":"10.1109/isit63088.2025.11195355","title":"Quantum Capacity Amplification via Privacy","year":2025,"lang":"","type":"article","venue":"","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Erasure; Classical capacity; Channel (broadcasting); Binary erasure channel; Quantum channel; Quantum; Quantum capacity; Coherent information; Amplitude damping channel","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":[0.002259117,0.0006813165,0.0006419674,0.001043872,0.001430469,0.002700309,0.001445262,0.001727674,0.01025845],"category_scores_gemma":[0.009440176,0.0006010475,0.0008704425,0.0008839745,0.00737416,0.006985418,0.005233487,0.003690606,0.001198986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0020218,"about_ca_system_score_gemma":0.001044349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004158829,"about_ca_topic_score_gemma":0.0003006654,"domain_scores_codex":[0.9968075,0.001011088,0.00009890745,0.0004896652,0.001033162,0.0005597768],"domain_scores_gemma":[0.9932206,0.004035493,0.0003520453,0.001667454,0.0004564206,0.0002679665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003504568,0.00001256419,0.0000820608,0.00005062278,0.000007461855,0.00005604895,0.0001122383,0.006051235,0.002986671,0.9848182,0.0009776673,0.004810354],"study_design_scores_gemma":[0.0000179131,0.00003323295,0.00009404215,0.00002898881,0.00001134357,0.0001374515,0.00004099536,0.05089536,0.005970106,0.9353377,0.007403633,0.00002924028],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1009558,0.001673661,0.682213,0.006165199,0.0004200421,0.0002573022,0.0004575452,0.001257428,0.2066],"genre_scores_gemma":[0.9526688,0.0007819004,0.0350029,0.0007252447,0.0002506598,0.0002441349,0.00009558556,0.0001779891,0.01005283],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01025845,"threshold_uncertainty_score":0.03431797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908496386990852,"score_gpt":0.256216174134182,"score_spread":0.2371312102642735,"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."}}