{"id":"W4402218308","doi":"10.1109/tit.2024.3454239","title":"Rate-Limited Quantum-to-Classical Optimal Transport in Finite and Continuous-Variable Quantum Systems","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Information Theory","topic":"Quantum and electron transport phenomena","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Quantum; Variable (mathematics); Statistical physics; Quantum channel; Mathematics; Computer science; Physics; Quantum information; Quantum mechanics; Mathematical analysis","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"],"consensus_categories":[],"category_scores_codex":[0.000663541,0.0002709377,0.000313734,0.0004844086,0.0001593377,0.0001699264,0.0001258667,0.0001010007,0.0004178692],"category_scores_gemma":[0.000001876553,0.0002541909,0.0001011549,0.0005820496,0.00006611583,0.00104779,7.732058e-7,0.0004938564,0.0002662298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005560141,"about_ca_system_score_gemma":0.0001217505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001093046,"about_ca_topic_score_gemma":0.000003609869,"domain_scores_codex":[0.9984143,0.00009854199,0.0006399911,0.0002441927,0.0001876656,0.000415315],"domain_scores_gemma":[0.9992253,0.0002914059,0.00005855562,0.0002039343,0.0000545565,0.0001662748],"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":[0.0006098439,0.0002185107,0.00008820133,0.000219902,0.0002175928,0.000005963856,0.004845648,0.1757055,0.0005551635,0.8069122,0.0002137492,0.01040778],"study_design_scores_gemma":[0.004100488,0.001175556,0.001070715,0.001036447,0.0003959856,0.00001907173,0.009706893,0.8778381,0.004884152,0.02961402,0.06816862,0.00198991],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1374803,0.00006368619,0.8574542,0.0001472817,0.0006545373,0.0004471272,0.0002849899,0.0001654303,0.003302446],"genre_scores_gemma":[0.9988903,0.00001736655,0.00008744577,0.0001284984,0.00005516986,0.000191959,0.00008754113,0.00002656728,0.0005151554],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.86141,"threshold_uncertainty_score":0.9999911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006453913103212024,"score_gpt":0.2122830011551512,"score_spread":0.2058290880519391,"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."}}