{"id":"W2902444723","doi":"10.1103/physrevx.9.031013","title":"Quantum Virtual Cooling","year":2019,"lang":"en","type":"article","venue":"Physical Review X","topic":"Cold Atom Physics and Bose-Einstein Condensates","field":"Physics and Astronomy","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 European Research Council; Air Force Office of Scientific Research; Multidisciplinary University Research Initiative; Smithsonian Astrophysical Observatory; Institute for Theoretical Atomic, Molecular and Optical Physics, Harvard University; Canadian Institute for Advanced Research; Hertz Foundation; Harvard University; Simons Foundation; Smithsonian Institution; Alfred P. Sloan Foundation; Adolph C. and Mary Sprague Miller Institute for Basic Research in Science, University of California Berkeley; Gordon and Betty Moore Foundation; U.S. Department of Energy; Daimler und Benz Stiftung; National Science Foundation","keywords":"Observable; Quantum; Ultracold atom; Coupling (piping); Physical system; Quantum system; Protocol (science); Scheme (mathematics); Current (fluid)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008829718,0.0001896012,0.000429288,0.0000141578,0.00005271538,0.00003715922,0.0002076083,0.00001032567,0.0009997606],"category_scores_gemma":[0.000005693329,0.0001536703,0.000278071,0.0001894866,0.00002541155,0.0001290808,0.00009289927,0.0001771164,0.002863023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001179141,"about_ca_system_score_gemma":0.00003749491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000302929,"about_ca_topic_score_gemma":2.328301e-7,"domain_scores_codex":[0.9989913,0.0000350374,0.0002021928,0.0002915158,0.0002122701,0.000267678],"domain_scores_gemma":[0.9992758,0.0001216706,0.00009706654,0.0003579732,0.00005363406,0.00009384836],"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":[0.000005672307,0.0002276883,0.003204805,0.0002316911,0.00006544776,8.104334e-7,0.00004367342,0.00001365437,0.007838717,0.9467807,0.0008212596,0.04076586],"study_design_scores_gemma":[0.002716746,0.0007959483,0.005376955,0.008735203,0.0006625248,0.00000262611,0.0002781032,0.03728462,0.02785559,0.4601921,0.4527825,0.003317087],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750342,0.001879985,0.0001759207,0.0002624605,0.0002223472,0.0004314796,0.00001782173,0.00004812046,0.02192769],"genre_scores_gemma":[0.9982602,0.0001448842,0.00001374819,0.0004451672,0.0005870069,0.00002883567,0.00002132393,0.00002215322,0.0004767032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4865886,"threshold_uncertainty_score":0.9999135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193926669994188,"score_gpt":0.2850002924434512,"score_spread":0.2730610257435093,"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."}}