{"id":"W2316954965","doi":"10.1103/physrevlett.113.182301","title":"Approach to Equilibrium in Weakly Coupled Non-Abelian Plasmas","year":2014,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"High-Energy Particle Collisions Research","field":"Physics and Astronomy","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Thermalisation; Lambda; Boson; Coupling (piping); Kinetic energy; Production (economics); Mathematical physics; Particle physics; Atomic physics; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003623014,0.0002166568,0.0004981527,0.00008010861,0.00005023959,0.00005302863,0.0004295882,0.000009185478,0.00005062797],"category_scores_gemma":[0.00004720952,0.0001818811,0.0001639197,0.0007775368,0.00005645258,0.0001371101,0.0001723033,0.0002716189,0.00100512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004469406,"about_ca_system_score_gemma":0.00003296561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001417263,"about_ca_topic_score_gemma":0.000001656717,"domain_scores_codex":[0.9981262,0.0001620596,0.000301969,0.0004498868,0.0003890438,0.0005708072],"domain_scores_gemma":[0.9989122,0.000166851,0.00005201207,0.0005447636,0.00003922187,0.0002850255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001207837,0.004457801,0.01862078,0.00221245,0.0002655354,0.00001325285,0.001170485,0.2524447,0.5374131,0.1038984,0.06185047,0.01753219],"study_design_scores_gemma":[0.0009032685,0.0001051473,0.00468031,0.001038505,0.00004492054,5.413532e-7,0.00002050896,0.9427668,0.001875582,0.0001335375,0.04778055,0.0006503087],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827856,0.00008245735,0.005047617,0.005075008,0.00005050479,0.000630274,0.000005327579,0.00002742501,0.006295751],"genre_scores_gemma":[0.9971399,0.00001341803,0.0007378724,0.001287357,0.0003556911,0.0003213161,0.00001989549,0.00003203075,0.00009256677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6903221,"threshold_uncertainty_score":0.9997727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685634993309982,"score_gpt":0.3029442190858802,"score_spread":0.2860878691527804,"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."}}