{"id":"W2949699150","doi":"","title":"Pre-equilibrium evolution effects on heavy-ion collision observables","year":2015,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"High-Energy Particle Collisions Research","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Glauber; Physics; Observable; Hadron; Pion; Decoupling (probability); Monte Carlo method; Elliptic flow; Heavy ion; Nuclear physics; Ion; Quantum mechanics; Scattering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003822376,0.000407774,0.0004347097,0.0002827138,0.0002113427,0.0001230852,0.0007415548,0.0002789074,0.00007695612],"category_scores_gemma":[0.00005055231,0.0004366053,0.000244897,0.0006981933,0.00010884,0.0002925831,0.001204019,0.0007430169,0.0004156988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006635719,"about_ca_system_score_gemma":0.0005360335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001094073,"about_ca_topic_score_gemma":0.00002474063,"domain_scores_codex":[0.997429,0.0004388765,0.0002357396,0.001058164,0.0002613679,0.000576885],"domain_scores_gemma":[0.9976102,0.0002505039,0.000187817,0.001177742,0.0003670582,0.0004067158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004225615,0.0002863688,0.01573144,0.00007707178,0.0001065087,0.00005025637,0.0000681268,0.8954659,0.0005398933,0.08493511,0.002199099,0.0001177158],"study_design_scores_gemma":[0.001968529,0.0004485084,0.009200194,0.000599523,0.0001597549,5.738182e-7,0.0001505039,0.9516612,0.009384713,0.02340187,0.002162815,0.0008618],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823825,0.00004636588,0.01134356,0.00006036888,0.0005872585,0.0006911475,0.00007586264,0.0001308023,0.00468216],"genre_scores_gemma":[0.9928414,0.000009573161,0.00008973348,0.000005245177,0.000427913,0.00000941746,0.0001541282,0.00004704263,0.006415564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06153324,"threshold_uncertainty_score":0.9998085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0629565633525757,"score_gpt":0.2288920905024298,"score_spread":0.1659355271498541,"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."}}