{"id":"W2058124182","doi":"10.1016/j.physleta.2007.09.047","title":"Kraus decomposition for chaotic environments including time-dependent subsystem Hamiltonians","year":2007,"lang":"en","type":"article","venue":"Physics Letters A","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Western Canada Research Grid","keywords":"Controlled NOT gate; Qubit; Decomposition; Chaotic; Dimension (graph theory); Quantum; Quantum computer; Quantum mechanics; Statistical physics; Physics; Mathematics; Quantum gate; Computer science; Pure mathematics; Chemistry; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.0003234556,0.0001344172,0.0001279506,0.00009217711,0.0001999871,0.0001144477,0.0003841134,0.00003131635,0.000003073376],"category_scores_gemma":[0.000002235739,0.0001389989,0.0001098166,0.000185687,0.00002533697,0.0005725989,0.00008536867,0.00007528321,0.0001901509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008480901,"about_ca_system_score_gemma":0.000006957176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004739432,"about_ca_topic_score_gemma":8.177735e-7,"domain_scores_codex":[0.9989154,0.00001962956,0.0002510012,0.0002110039,0.0002827656,0.000320192],"domain_scores_gemma":[0.9994051,0.00006677028,0.0001364585,0.0002996914,0.00001487989,0.0000771098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008056231,0.0007188637,0.002474495,0.0002446392,0.0002907958,0.00003839211,0.008153303,0.004900542,0.6921992,0.196683,0.004902044,0.08931418],"study_design_scores_gemma":[0.005405487,0.0004607868,0.008370135,0.0002382952,0.0001045938,0.0000797297,0.0002378257,0.6081915,0.3415601,0.01627648,0.01679065,0.002284461],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1117011,0.000009724292,0.886737,0.0005628567,0.0001818771,0.0002558014,0.000003461244,0.00009439357,0.0004537017],"genre_scores_gemma":[0.9865879,0.000001663773,0.01004294,0.003164259,0.0001356532,0.00002506758,0.00001461848,0.00001181292,0.00001606931],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8766941,"threshold_uncertainty_score":0.5668213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01562656562012936,"score_gpt":0.2530544623442261,"score_spread":0.2374278967240968,"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."}}