{"id":"W2798761754","doi":"10.1103/physrevlett.121.250403","title":"Uncover Topology by Quantum Quench Dynamics","year":2018,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Topological Materials and Phenomena","field":"Physics and Astronomy","cited_by":160,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Canadian Institute for Advanced Research","funders":"H2020 European Research Council; National Key Research and Development Program of China; Australian Research Council; National Natural Science Foundation of China","keywords":"Physics; Topology (electrical circuits); Ultracold atom; Chern class; Quantum phases; Quantum; Unitary state; Topological order; Topological quantum number; Spin (aerodynamics); Quantum mechanics; Quantum phase transition","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002038917,0.0001488884,0.0001325281,0.0003176157,0.0002762135,0.0005600775,0.0003326141,0.000266985,0.001673236],"category_scores_gemma":[0.0008113969,0.0001467427,0.00008689101,0.000157689,0.001048632,0.001187741,0.0005593185,0.0004766485,0.0001569192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003004387,"about_ca_system_score_gemma":0.0001692746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001582197,"about_ca_topic_score_gemma":0.0002694748,"domain_scores_codex":[0.9999114,0.00002167845,0.000003705846,0.00002106613,0.0000258641,0.00001626949],"domain_scores_gemma":[0.9996595,0.0001070344,0.00008763951,0.0001004855,0.00001867432,0.00002668667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002109099,0.0001010505,0.004527577,0.0001181572,0.00002771186,0.0002102652,0.0005640314,0.02014345,0.5308638,0.390931,0.0007409469,0.05156115],"study_design_scores_gemma":[0.00005701909,0.0004018083,0.006853458,0.00002830057,0.00002905254,0.0003707267,0.0004556997,0.3719438,0.3866688,0.2237621,0.009335057,0.00009423775],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9337898,0.0001449024,0.05964095,0.0001865191,0.00003853595,0.00002304266,0.0001119704,0.0002611361,0.00580326],"genre_scores_gemma":[0.9927502,0.00008732326,0.006549204,0.0000169828,0.000007860383,0.00001541221,0.00003333195,0.00002752425,0.0005121438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001673236,"threshold_uncertainty_score":0.005597472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001620348853444,"score_gpt":0.2810857805256322,"score_spread":0.2710695770370978,"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."}}