{"id":"W4394800503","doi":"10.1016/j.nuclphysa.2024.122874","title":"The present and future of QCD","year":2024,"lang":"en","type":"article","venue":"Nuclear Physics A","topic":"High-Energy Particle Collisions Research","field":"Physics and Astronomy","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"RIKEN; Japan Society for the Promotion of Science; Nuclear Physics; Natural Sciences and Engineering Research Council of Canada; Office of the President, University of California; Office of Science; Centre National de la Recherche Scientifique; PAZY Foundation; National Natural Science Foundation of China; Ministry of Education, Culture, Sports, Science and Technology; National Key Research and Development Program of China; Strong; National Research Foundation; U.S. Department of Energy; European Commission; Research Corporation for Science Advancement; Los Alamos National Laboratory; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Agencia Nacional de Investigación y Desarrollo; National Research Foundation of Korea; Laboratory Directed Research and Development; Consejo Nacional de Ciencia y Tecnología; National Science Foundation","keywords":"Quantum chromodynamics; QCD matter; Physics; Perspective (graphical); Particle physics; Dense matter; Quark–gluon plasma; Computer science; Astronomy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008060551,0.00006107989,0.00006884697,0.00001194486,0.000135227,0.0001162978,0.0001195153,0.00001378917,0.00008582075],"category_scores_gemma":[8.377411e-7,0.00003960862,0.00004943004,0.000177134,0.00008806332,0.00007304621,0.0001032925,0.0001234538,0.00007360466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000606103,"about_ca_system_score_gemma":0.0000273592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004417474,"about_ca_topic_score_gemma":3.910592e-7,"domain_scores_codex":[0.999458,0.00002907656,0.00008500279,0.000122841,0.0001596424,0.0001454584],"domain_scores_gemma":[0.9996151,0.00008167099,0.00001398769,0.0002054082,0.0000363693,0.00004741732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005820563,0.00002947284,0.0001011765,0.000009710862,0.00004886533,8.546147e-7,0.000318045,0.0001345376,0.00156046,0.8636599,0.004510627,0.1296206],"study_design_scores_gemma":[0.0001157456,0.00003608895,0.0004600858,0.00001856995,0.0000122754,3.230067e-7,0.0004523822,0.09613502,0.001285754,0.008574926,0.8928313,0.00007747406],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621451,0.001130808,0.0002454059,0.003785444,0.000284695,0.0002018444,0.00003404672,0.00005492391,0.03211767],"genre_scores_gemma":[0.9980043,0.00003732333,0.0000746738,0.000002040601,0.001180947,0.000006706083,0.000001596695,0.00001816295,0.0006742731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8883207,"threshold_uncertainty_score":0.1615193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009666145859772863,"score_gpt":0.2705195108392354,"score_spread":0.2608533649794625,"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."}}