{"id":"W3183460124","doi":"10.1103/physrevc.105.024911","title":"Nonconformal kinetic theory and hydrodynamics for Bjorken flow","year":2022,"lang":"en","type":"preprint","venue":"Physical review. C","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Office of Science; Nuclear Physics; Department of Atomic Energy, Government of India; U.S. Department of Energy","keywords":"Attractor; Conformal map; Fixed point; Kinetic theory; Physics; Kinetic energy; Flow (mathematics); Statistical physics; Classical mechanics; Theoretical physics; Mathematical analysis; Mechanics; Mathematics","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":[0.0005064773,0.0006536779,0.0004688257,0.0008911348,0.0005506867,0.001136676,0.0006405278,0.0005067572,0.001143773],"category_scores_gemma":[0.001094655,0.0001645806,0.0004593875,0.0007142427,0.00170007,0.001485506,0.0007272738,0.0007080815,0.0001743782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001811588,"about_ca_system_score_gemma":0.0008546249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005097743,"about_ca_topic_score_gemma":0.001776108,"domain_scores_codex":[0.999787,0.00006234991,0.00001180346,0.00002214023,0.00008044445,0.00003621109],"domain_scores_gemma":[0.9997492,0.0000670271,0.00006145527,0.00003520461,0.00004780536,0.0000392913],"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":[0.0000069135,0.00000660523,0.0002043009,0.00003303267,0.000004760723,0.00005099983,0.00005127512,0.02693266,0.001317147,0.9688375,0.0003207698,0.002233991],"study_design_scores_gemma":[0.00001040094,0.00001423002,0.0009640851,0.000008546237,0.000003701627,0.00007744987,0.00003720362,0.3273452,0.0006446624,0.6683171,0.002556565,0.00002079006],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4052465,0.009175425,0.5218396,0.002239983,0.0008182955,0.00007782485,0.0002332043,0.0003088408,0.06006029],"genre_scores_gemma":[0.9519311,0.003652156,0.03098663,0.0001367776,0.0003105649,0.0000697243,0.0001406632,0.00009878173,0.01267356],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005097743,"threshold_uncertainty_score":0.01314408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007382103952196582,"score_gpt":0.2652028935420762,"score_spread":0.2578207895898796,"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."}}