{"id":"W2049664538","doi":"10.1103/physrevlett.102.080405","title":"Master Equation and Control of an Open Quantum System with Leakage","year":2009,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Master equation; Leakage (economics); Harmonic oscillator; Schrödinger equation; Physics; Quantum master equation; Quantum decoherence; Subspace topology; Quantum; Quantum mechanics; Statistical physics; Mathematics; Mathematical analysis","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":[0.0002198742,0.00009484165,0.0002690186,0.00003417979,0.00003730552,0.0001049168,0.0004656405,0.00000504654,0.000001381388],"category_scores_gemma":[0.000005245178,0.00006476163,0.00003704449,0.0002224937,0.00003086332,0.001073805,0.00003508792,0.00005504538,0.00001145193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007761019,"about_ca_system_score_gemma":0.000009237035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000070351,"about_ca_topic_score_gemma":3.20471e-7,"domain_scores_codex":[0.999235,0.00008373735,0.0002068895,0.0001546286,0.0002043821,0.0001153675],"domain_scores_gemma":[0.9993947,0.00003161675,0.0001580318,0.0003102514,0.00003773683,0.00006762732],"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":[0.00003687991,0.0002302625,0.0001527636,0.001433697,0.00003636913,0.000007365486,0.0005721023,0.0001170512,0.007581084,0.9334202,0.0005143571,0.05589782],"study_design_scores_gemma":[0.002658834,0.001720655,0.01489567,0.004161333,0.0001086869,0.00003730329,0.0000649791,0.9706458,0.0006951784,0.001821935,0.00254278,0.0006468824],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1342186,0.0005811732,0.8574511,0.006530811,0.00002371829,0.0006619042,0.000002079026,0.00006298631,0.0004675934],"genre_scores_gemma":[0.9816537,0.0000564959,0.001266586,0.01698683,0.00001709299,0.00001384769,0.000002264645,0.000002731902,4.229195e-7],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9705287,"threshold_uncertainty_score":0.2640902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0229302792000758,"score_gpt":0.2683863940174952,"score_spread":0.2454561148174194,"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."}}