{"id":"W2013193651","doi":"10.1088/1742-6596/458/1/012018","title":"v-USPhydro: Bulk Viscosity Effects on Event-by-Event Relativistic Hydrodynamics","year":2013,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"High-Energy Particle Collisions Research","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Volume viscosity; Physics; Viscosity; Harmonics; Event (particle physics); Smoothed-particle hydrodynamics; Viscous liquid; Fourier transform; Mechanics; Classical mechanics; Thermodynamics; Quantum mechanics","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":[0.0002053249,0.0002490804,0.0004069741,0.00006511695,0.0002099402,0.0002149926,0.0003777395,0.000048653,0.000247221],"category_scores_gemma":[0.00004720217,0.0002028755,0.0001971473,0.0002553685,0.0001251044,0.0008184555,0.000103116,0.0005621867,0.0002124486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008132538,"about_ca_system_score_gemma":0.0002286141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008067592,"about_ca_topic_score_gemma":0.00000261775,"domain_scores_codex":[0.9981832,0.0001844979,0.0004571585,0.0002075214,0.0005766785,0.0003909509],"domain_scores_gemma":[0.9983472,0.0002521577,0.0003851204,0.000296867,0.0004725384,0.0002461619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002524359,0.001775061,0.006897232,0.0001075701,0.0007048064,0.00003484388,0.001081578,0.0621197,0.1220699,0.6990722,0.005574446,0.1003102],"study_design_scores_gemma":[0.003346074,0.003843299,0.01275619,0.0009847285,0.0002143761,0.00001668185,0.0006812034,0.134094,0.6859065,0.1539886,0.002811269,0.001356987],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9252943,0.000019944,0.07147871,0.0005630735,0.0002293505,0.0002285754,0.0000186282,0.00001348597,0.002153886],"genre_scores_gemma":[0.9971372,0.000008844803,0.0002815119,0.00001082423,0.0003569781,0.00002361881,0.00001193076,0.00002547325,0.002143643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5638367,"threshold_uncertainty_score":0.8273021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009093736722292732,"score_gpt":0.2602782010693389,"score_spread":0.2511844643470461,"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."}}