{"id":"W2100770385","doi":"10.1103/physrevlett.109.101601","title":"Towards Hydrodynamics without an Entropy Current","year":2012,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Quantum chaos and dynamical systems","field":"Physics and Astronomy","cited_by":313,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"U.S. Department of Energy","keywords":"Current (fluid); Statistical physics; Entropy (arrow of time); Physics; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001760608,0.0002443855,0.0004730995,0.00001699874,0.00006767706,0.00003212996,0.0002199823,0.000006547352,0.0001216398],"category_scores_gemma":[0.000005347324,0.0001830959,0.0002718417,0.0001321631,0.00005222873,0.0003055574,0.00005736034,0.0002289203,0.0003303216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003869263,"about_ca_system_score_gemma":0.00001374567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006621641,"about_ca_topic_score_gemma":3.260126e-7,"domain_scores_codex":[0.998558,0.0001243072,0.0002726423,0.0002517998,0.0002849395,0.0005082877],"domain_scores_gemma":[0.9991183,0.00002710671,0.0001286644,0.0003648997,0.00002304988,0.0003380141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002960699,0.004695952,0.1940694,0.00295924,0.0003336704,0.000002259352,0.0009228533,0.0002901395,0.01801059,0.5316752,0.00875827,0.2382529],"study_design_scores_gemma":[0.002586353,0.0003528754,0.04512935,0.006533992,0.001395164,0.000009994942,0.0001090437,0.3265207,0.00050471,0.012329,0.5998541,0.004674831],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829004,0.003994257,0.009744409,0.00122439,0.0005608514,0.0004631634,0.00003267665,0.00006532761,0.001014494],"genre_scores_gemma":[0.9960523,0.0001799884,0.00009773501,0.001238838,0.002240304,0.00006930123,0.00008613433,0.00002835303,0.000007088602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5910957,"threshold_uncertainty_score":0.7466434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01731117085602772,"score_gpt":0.3147562642003306,"score_spread":0.2974450933443029,"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."}}