{"id":"W1449012262","doi":"10.1103/physrevlett.114.255701","title":"Quantum Critical Scaling of Dirty Bosons in Two Dimensions","year":2015,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Cold Atom Physics and Bose-Einstein Condensates","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Shared Hierarchical Academic Research Computing Network","keywords":"Physics; Scaling; Critical exponent; Boson; Quantum; Critical point (mathematics); Renormalization group; Quantum critical point; Universality (dynamical systems); Superfluidity; Exponent; Statistical physics; Quantum mechanics; Condensed matter physics; Quantum phase transition; Phase transition; Mathematics","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":[0.0002034546,0.0001924312,0.0005617386,0.00002829017,0.00003745053,0.00001936034,0.0001859107,0.000005061042,0.00003767215],"category_scores_gemma":[0.00005436303,0.0001610202,0.0002373981,0.0003084407,0.0001222489,0.0001346438,0.0001090178,0.0002141467,0.00006329439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002509349,"about_ca_system_score_gemma":0.00005131371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002344228,"about_ca_topic_score_gemma":0.00000337283,"domain_scores_codex":[0.9986678,0.0001028217,0.0003592639,0.0002785815,0.0002766618,0.0003149006],"domain_scores_gemma":[0.9990324,0.0003104043,0.0000929681,0.0003153669,0.00007399724,0.0001748142],"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":[0.00003818969,0.002898474,0.0990641,0.001402895,0.0001855113,0.00003336375,0.0008862574,0.0007993953,0.09172678,0.7692574,0.0131501,0.02055749],"study_design_scores_gemma":[0.01315187,0.0007541763,0.02453866,0.04060865,0.002371426,0.00001180588,0.00143884,0.1985111,0.06888641,0.5801353,0.06183283,0.007758944],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992698,0.001704765,0.0002667173,0.004204082,0.000122418,0.0002426657,0.00002268228,0.00001945814,0.0007192676],"genre_scores_gemma":[0.9979326,0.00004734635,0.0001381089,0.001542332,0.0002729297,0.00003466178,0.00001021351,0.00001863809,0.000003185925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1977117,"threshold_uncertainty_score":0.6566215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03601654538137192,"score_gpt":0.3541839425826377,"score_spread":0.3181673972012659,"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."}}