{"id":"W1977442698","doi":"10.1103/physrevc.91.044901","title":"Thermally fluctuating second-order viscous hydrodynamics and heavy-ion collisions","year":2015,"lang":"en","type":"article","venue":"Physical Review C","topic":"High-Energy Particle Collisions Research","field":"Physics and Astronomy","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; University of Minnesota; U.S. Department of Energy","keywords":"Physics; Dissipation; Thermal fluctuations; Noise (video); Observable; Event (particle physics); Thermal; Heavy ion; Momentum (technical analysis); Mechanics; Ion; Fluctuation-dissipation theorem; Statistical physics; Meteorology; Thermodynamics; Quantum 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003060827,0.0001783588,0.0003587111,0.00002824282,0.0001444,0.00006700735,0.0001896915,0.0000183249,0.0001411946],"category_scores_gemma":[0.0001223073,0.0001379975,0.0000882739,0.0004224349,0.00008304004,0.0001931328,0.000198639,0.0002311828,0.0002391038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003429022,"about_ca_system_score_gemma":0.0001517742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006398626,"about_ca_topic_score_gemma":0.000005866896,"domain_scores_codex":[0.9986419,0.0001468301,0.0002202537,0.0003068135,0.0003486146,0.000335565],"domain_scores_gemma":[0.9988614,0.0001763617,0.00007261746,0.0003640027,0.0002004858,0.0003251182],"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":[0.0001413922,0.002617903,0.007860594,0.001186064,0.0004359932,0.00003790352,0.002015581,0.02220929,0.01350354,0.7847486,0.009776751,0.1554664],"study_design_scores_gemma":[0.001131591,0.0002553941,0.001508413,0.001089425,0.0001217613,0.000005708813,0.0002033711,0.9471651,0.001307453,0.004790028,0.04175841,0.0006633553],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985558,0.001710433,0.0009237524,0.0006193322,0.00005206988,0.0003794865,0.00002394724,0.00003255087,0.01070037],"genre_scores_gemma":[0.9982755,0.0001985801,0.0005223865,0.00006091439,0.000268385,0.00008666096,0.00002434047,0.00002675244,0.0005364459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9249558,"threshold_uncertainty_score":0.5627373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02685072466292232,"score_gpt":0.339604589904198,"score_spread":0.3127538652412756,"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."}}