{"id":"W1964814580","doi":"10.1103/physreva.71.012331","title":"Adiabatic approximation in open quantum systems","year":2005,"lang":"en","type":"article","venue":"Physical Review A","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":199,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Adiabatic process; Adiabatic quantum computation; Open system (computing); Quantum; Adiabatic theorem; Limit (mathematics); Quantum system; Physics; Open quantum system; Statistical physics; Quantum mechanics; Mathematics; Quantum computer; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008275014,0.000290567,0.0003939121,0.0005972098,0.0009667226,0.0009178678,0.0009936355,0.0006881393,0.002782925],"category_scores_gemma":[0.002734525,0.0001791921,0.0004560869,0.00039754,0.002394678,0.002719079,0.001901615,0.001298615,0.000291656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000623579,"about_ca_system_score_gemma":0.0005456968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001239036,"about_ca_topic_score_gemma":0.0007536734,"domain_scores_codex":[0.9995189,0.0001415896,0.00002022393,0.00004297925,0.0001940913,0.0000821611],"domain_scores_gemma":[0.9991688,0.0002859472,0.0001045864,0.0002368401,0.0001204294,0.0000834476],"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":[0.000006835347,0.000007368014,0.0001066706,0.00001260124,0.00000342469,0.00005671084,0.00009531478,0.008540768,0.001241602,0.9885089,0.0001682281,0.00125159],"study_design_scores_gemma":[0.000007172438,0.00001721567,0.0001522112,0.000008830162,0.000003471475,0.00005511671,0.00004975792,0.182787,0.0005174397,0.8151273,0.001264529,0.00001000283],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3646132,0.001808697,0.5518883,0.00146578,0.0002611545,0.00009315206,0.0001162385,0.0002845249,0.07946894],"genre_scores_gemma":[0.9688743,0.0006233767,0.02503936,0.0001510238,0.0001417301,0.00006121999,0.00004263349,0.00004077111,0.005025638],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002782925,"threshold_uncertainty_score":0.009309769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02598951247386492,"score_gpt":0.320417217789186,"score_spread":0.2944277053153211,"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."}}