{"id":"W2024984169","doi":"10.1103/physrevlett.113.210404","title":"Efficient Estimation of Resonant Coupling between Quantum Systems","year":2014,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Coupling (piping); Quantum; Estimation; Physics; Quantum mechanics; Statistical physics; Computer science; Materials science; Systems engineering","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":[0.0005141475,0.0001104178,0.0003310509,0.00006357739,0.00005223736,0.0000416169,0.00041551,0.000007565425,9.90476e-7],"category_scores_gemma":[0.00006093143,0.00008572348,0.0001406395,0.0004128736,0.00004296111,0.0001235663,0.00006144727,0.00008694092,0.00007568023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001428396,"about_ca_system_score_gemma":0.00000987307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008755129,"about_ca_topic_score_gemma":2.326103e-8,"domain_scores_codex":[0.9988278,0.00005782524,0.0003856782,0.0001636872,0.0003935229,0.0001714686],"domain_scores_gemma":[0.9990565,0.0001807726,0.000245096,0.0003966227,0.00004999368,0.00007108031],"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":[0.000002526968,0.0001616036,0.0003232461,0.004984764,0.00004426674,8.455556e-7,0.0004359441,0.1974695,0.001801858,0.7497926,0.002974371,0.04200852],"study_design_scores_gemma":[0.00008404691,0.00002872043,0.0008926718,0.0009901797,0.00001629309,6.486504e-7,0.000001991778,0.9957745,0.00006708044,0.0002023687,0.001838311,0.0001031977],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2408627,0.0009206451,0.7563213,0.001452269,0.00009751351,0.0002085848,0.000001366078,0.00006754803,0.00006808541],"genre_scores_gemma":[0.9969882,0.00009728957,0.001202741,0.001626514,0.0000587584,0.00001714603,0.000004329796,0.000004748285,3.09803e-7],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.798305,"threshold_uncertainty_score":0.3495702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01675216138302016,"score_gpt":0.2757120133656062,"score_spread":0.2589598519825861,"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."}}