{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006381807,0.0001341109,0.0004050556,0.00001064217,0.00001763978,0.000008194732,0.0001569305,0.000003434996,0.0003294814],"category_scores_gemma":[0.000003598693,0.0001058872,0.0002755318,0.0001131339,0.00007238663,0.00007730736,0.00002741315,0.0001137156,0.000425662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006157558,"about_ca_system_score_gemma":0.00001561593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004999184,"about_ca_topic_score_gemma":3.522349e-9,"domain_scores_codex":[0.9991859,0.00005338482,0.0002099256,0.0001793386,0.0001987349,0.0001726803],"domain_scores_gemma":[0.9994163,0.0001766121,0.000112556,0.0001867454,0.00004210965,0.00006570254],"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":[0.00004311106,0.0007531104,0.0005364775,0.000384946,0.0001303615,6.929173e-7,0.00004004635,0.001488413,0.02995708,0.9557033,0.001515541,0.00944692],"study_design_scores_gemma":[0.02377251,0.002131679,0.003263199,0.006800751,0.00183017,0.000003482138,0.0001243945,0.3672913,0.01868825,0.5242599,0.04840048,0.003433907],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742577,0.0003052659,0.0215255,0.002024882,0.00007856166,0.0003442779,0.00005027675,0.00001642653,0.001397123],"genre_scores_gemma":[0.9968561,0.000009001417,0.0000786605,0.002742889,0.0002488182,0.00001834186,0.00002507145,0.00001190082,0.000009213674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4314435,"threshold_uncertainty_score":0.5471166,"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."}}