{"id":"W4409246704","doi":"10.1103/physrevd.111.072003","title":"Energy-scaling behavior of intrinsic transverse-momentum parameters in Drell-Yan simulation","year":2025,"lang":"en","type":"article","venue":"Physical review. D/Physical review. 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Brunel University London; University of Glasgow; RWTH Aachen University; Institute of High Energy Physics; Narodowe Centrum Nauki; Bundesministerium für Bildung und Frauen; Commissariat à l'Énergie Atomique et aux Énergies Alternatives; Fermilab; Benemérita Universidad Autónoma de Puebla; Institute for Research in Fundamental Sciences; Ministry of Education and Science; Fundação para a Ciência e a Tecnologia; Universidad Autónoma de San Luis Potosí; Centro Svizzero di Calcolo Scientifico; Shota Rustaveli National Science Foundation; Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional; Hrvatska Zaklada za Znanost; Universiti Malaya; Korea Institute of Science and Technology Information; Ministry for Business Innovation and Employment; Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul; Orta Doğu Teknik Üniversitesi; Joint Institute for Nuclear Research; Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas; Secretaría de Educación Superior, Ciencia, Tecnología e Innovación; Bulgarian National Science Fund; University of Wisconsin-Madison; University of Ioannina; Ministerio de Ciencia e Innovación; Ministry of Science, ICT and Future Planning; Fonds Wetenschappelijk Onderzoek; University of California, San Diego; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fonds De La Recherche Scientifique - FNRS; Austrian Science Fund; Secretaría de Educación Pública; Bundesministerium für Bildung, Wissenschaft und Forschung; Deutsche Forschungsgemeinschaft; Chinese Academy of Sciences; Ministerio de Economía y Competitividad; Bundesministerium für Bildung und Forschung; European Research Council; Centre National de la Recherche Scientifique; Academy of Finland; Kyungpook National University; National Science Council; Ministry of Science and Technology of the People's Republic of China; Izglītības un zinātnes ministrija; Karlsruhe Institute of Technology; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo; Department of Atomic Energy, Government of India; National Academy of Sciences of Ukraine; University of Bristol; Department of Science and Technology, Ministry of Science and Technology, India; Helsinki Institute of Physics; Tata Institute of Fundamental Research; Science and Technology Facilities Council; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Ministarstvo znanosti i obrazovanja; Ministry of Education, India; CERN; Keemilise ja Bioloogilise Füüsika Instituut; Helmholtz-Gemeinschaft; National Energy Research Scientific Computing Center; University of Oxford; National Science Foundation; Purdue University; University of Nebraska-Lincoln; Baylor University; National Science and Technology Development Agency; National Research Foundation of Korea; National Natural Science Foundation of China; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; San Diego Supercomputer Center; University of Colorado Boulder; University of Florida; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; Rutherford Appleton Laboratory; Massachusetts Institute of Technology; Quaid-i-Azam University; Consejo Nacional de Ciencia y Tecnología; Vanderbilt University; Imperial College London; Queen Mary University of London; Science Foundation Ireland","keywords":"Scaling; Physics; Transverse plane; Statistical physics; Energy (signal processing); Momentum (technical analysis); Mathematics; Engineering; Quantum mechanics; Geometry; Economics; Structural engineering","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":[0.0009786544,0.0005350148,0.0008159077,0.0006880341,0.0005326627,0.0009201189,0.001001316,0.0006447149,0.002062434],"category_scores_gemma":[0.00337906,0.0003188611,0.0007102912,0.0006787291,0.0004843382,0.0009782824,0.0004300216,0.0007433727,0.0002538348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001918848,"about_ca_system_score_gemma":0.0006059862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01098258,"about_ca_topic_score_gemma":0.005658559,"domain_scores_codex":[0.9997236,0.000118396,0.00001115238,0.00004112944,0.00005672508,0.0000489276],"domain_scores_gemma":[0.9983042,0.00108684,0.0001720333,0.0001721651,0.0001773668,0.00008736466],"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":[0.0001548559,0.00007106255,0.005507111,0.0001056765,0.00007160904,0.0002080749,0.0001372985,0.9222474,0.002250757,0.06385165,0.001400131,0.003994443],"study_design_scores_gemma":[0.00001263532,0.00001420062,0.0007896788,0.000009115872,0.000009720819,0.00001473524,0.00001728244,0.9929147,0.0006998532,0.005184434,0.0003241502,0.000009517576],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8913504,0.00142557,0.06688509,0.001017669,0.00007759518,0.00009879642,0.001189825,0.0008632464,0.03709171],"genre_scores_gemma":[0.9923071,0.0003170102,0.005033562,0.00004973233,0.00001236326,0.00007410054,0.0003251062,0.0001294704,0.001751556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01098258,"threshold_uncertainty_score":0.02183729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520155160029906,"score_gpt":0.4134272829234768,"score_spread":0.3982257313231777,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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