{"id":"W4292881312","doi":"10.1103/prxquantum.4.020312","title":"Reminiscence of Classical Chaos in Driven Transmons","year":2023,"lang":"en","type":"article","venue":"PRX Quantum","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research; Institut quantique; Université de Sherbrooke","funders":"Army Research Office; Natural Sciences and Engineering Research Council of Canada; Office of Science; Canada First Research Excellence Fund; U.S. Department of Energy","keywords":"Transmon; Qubit; Physics; Anharmonicity; Chaotic; Quantum; Quantum mechanics; Statistical physics; Computer science","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":[0.0002591772,0.00008503219,0.000149434,0.0003278749,0.00003711599,0.0000287669,0.0005973017,0.00005419424,0.00001504576],"category_scores_gemma":[0.00003083876,0.00007773617,0.00007984618,0.001508553,0.00007075398,0.0003452071,0.0000749502,0.0001263543,0.0001601275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008264909,"about_ca_system_score_gemma":0.00004763952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008853213,"about_ca_topic_score_gemma":0.000008729619,"domain_scores_codex":[0.9989557,0.00003925372,0.0003227318,0.0001706278,0.0002641213,0.0002475571],"domain_scores_gemma":[0.9994212,0.00008462684,0.00007229565,0.0003212072,0.00003410869,0.00006660829],"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":[0.000007759208,0.0000716635,0.004301035,0.00004445637,0.000006212306,0.00001296629,0.003843428,0.0001022511,0.001768512,0.9789941,0.002545472,0.008302109],"study_design_scores_gemma":[0.0006656606,0.0001613288,0.08492837,0.00009457838,0.000003383931,0.000007654595,0.0003477447,0.8657168,0.002531228,0.02792682,0.01734022,0.0002761939],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7516512,0.00007786088,0.2235943,0.009883026,0.0008871915,0.0004736978,0.00001344788,0.0008422955,0.0125769],"genre_scores_gemma":[0.9979183,0.00005514618,0.001825559,0.0001294996,0.00001100665,0.00001633896,0.000003301965,0.000004338118,0.00003649347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9510673,"threshold_uncertainty_score":0.3169989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02067254071856396,"score_gpt":0.2580411151039967,"score_spread":0.2373685743854327,"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."}}