{"id":"W2794731980","doi":"10.1103/physrevlett.122.020601","title":"Glassy Phase of Optimal Quantum Control","year":2019,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Advanced Scientific Computing Research; H2020 European Research Council; Office of Science; Natural Sciences and Engineering Research Council of Canada; Vlaamse regering; Fonds Wetenschappelijk Onderzoek; U.S. Department of Energy; Gordon and Betty Moore Foundation; Simons Foundation; National Science Foundation","keywords":"Spin glass; Statistical physics; Satisfiability; Quantum; Embedding; Ising model; Phase transition; Computer science; Symmetry breaking; Spin (aerodynamics); Quantum phase transition; Physics; Algorithm; Quantum mechanics; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004950798,0.0002361982,0.0004970725,0.0003985442,0.0006617359,0.000784435,0.000531325,0.0007630847,0.00226493],"category_scores_gemma":[0.002219923,0.0002269858,0.0003715237,0.0001853014,0.002603925,0.001350212,0.0009491578,0.0008220855,0.0001048631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009574554,"about_ca_system_score_gemma":0.0006951361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002885397,"about_ca_topic_score_gemma":0.001631514,"domain_scores_codex":[0.9997949,0.00006829695,0.000006362113,0.00002927633,0.00004456331,0.00005661984],"domain_scores_gemma":[0.9992635,0.0004197817,0.0001090876,0.00007746772,0.00004524728,0.00008489409],"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":[0.0002208877,0.00008920942,0.001012639,0.000123157,0.00005719856,0.0002119933,0.0002222112,0.4339269,0.01190492,0.5444679,0.00139844,0.006364645],"study_design_scores_gemma":[0.00004425989,0.00005795143,0.0003741372,0.00001058998,0.000008565708,0.00001739035,0.00004683902,0.8390574,0.001399484,0.1585284,0.0004415055,0.00001350611],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8792378,0.0006982142,0.1007174,0.001761986,0.00006337213,0.00005629283,0.00008914548,0.000267253,0.01710852],"genre_scores_gemma":[0.9950611,0.00007807538,0.003988369,0.00005907112,0.00001182548,0.00002531002,0.00001970579,0.00002123583,0.0007352315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002885397,"threshold_uncertainty_score":0.007576883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007710700735558244,"score_gpt":0.2862218135126854,"score_spread":0.2785111127771271,"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."}}