{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008659909,0.0004737696,0.0005184292,0.0007521871,0.0005123226,0.000860384,0.0009195497,0.000911636,0.001743306],"category_scores_gemma":[0.001777735,0.0003328733,0.0005031598,0.0002759447,0.001885764,0.001649749,0.001595033,0.001320119,0.0007197401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007380602,"about_ca_system_score_gemma":0.0007683545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007249926,"about_ca_topic_score_gemma":0.0006006775,"domain_scores_codex":[0.9997672,0.0001033494,0.000007175957,0.00002195606,0.00007463071,0.0000256756],"domain_scores_gemma":[0.9996012,0.000148044,0.00004417137,0.00006805865,0.00008045896,0.0000581251],"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":[0.000005599515,0.000007707637,0.00006822673,0.00002305096,0.000003248676,0.00002420136,0.00004947787,0.01347806,0.001554913,0.9808764,0.0005674781,0.003341611],"study_design_scores_gemma":[0.000007054288,0.00001207691,0.00008276843,0.00000814816,0.000002438313,0.00003057996,0.0000102904,0.1769957,0.000704864,0.8188159,0.003319115,0.00001109732],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07952792,0.001268866,0.8707891,0.002565279,0.0004766911,0.00004616489,0.0001236596,0.0004749391,0.04472741],"genre_scores_gemma":[0.7774143,0.001795332,0.1962091,0.001089511,0.0008318467,0.0001893282,0.0001923562,0.0006945689,0.02158361],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001743306,"threshold_uncertainty_score":0.005831957,"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."}}