{"id":"W3000770011","doi":"10.1103/physrevlett.124.031601","title":"Dynamical Phase Transition from Nonequilibrium Dynamics of Dark Solitons","year":2020,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Cold Atom Physics and Bose-Einstein Condensates","field":"Physics and Astronomy","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"High Energy Physics; Vlaamse regering; Fonds Wetenschappelijk Onderzoek; China Scholarship Council; Vrije Universiteit Brussel; Ontario Ministry of Research, Innovation and Science; Institut Périmètre de physique théorique; Chinese Academy of Sciences; Academy of Finland; National Natural Science Foundation of China; Government of Canada; U.S. Department of Energy","keywords":"Physics; Non-equilibrium thermodynamics; Superfluidity; Phase transition; Critical exponent; Vortex; Condensed matter physics; Exponent; Phase (matter); Quantum mechanics; Mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001344941,0.0001134862,0.0001455647,0.0002689442,0.0002690189,0.0006423689,0.0002709884,0.0001999774,0.001273006],"category_scores_gemma":[0.000515759,0.0001332686,0.0001816982,0.00008458086,0.0009683703,0.0009042033,0.0006472777,0.0004886767,0.00008840351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004110511,"about_ca_system_score_gemma":0.0003154826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002861158,"about_ca_topic_score_gemma":0.000287946,"domain_scores_codex":[0.9999547,0.000007030659,0.000002756072,0.000009432047,0.00001465059,0.00001141509],"domain_scores_gemma":[0.9998243,0.00004171831,0.00004272377,0.00002975367,0.00002212883,0.00003933647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001506871,0.0001230032,0.004001255,0.0000667471,0.00002333969,0.0004580648,0.0006222259,0.01009807,0.279058,0.698765,0.0006351424,0.005998338],"study_design_scores_gemma":[0.000149278,0.0003486726,0.009427471,0.0000402601,0.00002882758,0.0008163622,0.0004364979,0.3469754,0.2120207,0.4218563,0.007831226,0.00006896252],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631573,0.0001389091,0.02935951,0.0002007733,0.0000317032,0.00001985882,0.00005364213,0.00009422419,0.006944053],"genre_scores_gemma":[0.9972392,0.00003118307,0.002041972,0.00002578861,0.000007359918,0.00001210708,0.00001609471,0.000009169285,0.0006170864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001273006,"threshold_uncertainty_score":0.004258633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365523372823118,"score_gpt":0.2777316259208462,"score_spread":0.264076392192615,"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."}}