{"id":"W7110564748","doi":"","title":"Electroweak, QCD and flavour physics studies with ATLAS data from Run 2 of the LHC","year":2025,"lang":"en","type":"article","venue":"DESY Publication Database (PUBDB) (Deutsches Elektronen-Synchrotron)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Institut National de Physique Nucléaire et de Physique des Particules; Agencia Nacional de Promoción Científica y Tecnológica; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Agencia Nacional de Investigación y Desarrollo; Max-Planck-Gesellschaft; Israel Science Foundation; National Science and Technology Council; Centre National pour la Recherche Scientifique et Technique; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Ministry of Education, Culture, Sports, Science and Technology; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Austrian Science Fund; Ministerstvo Školství, Mládeže a Tělovýchovy; Bundesministerium für Bildung und Forschung; Centre National de la Recherche Scientifique; Japan Society for the Promotion of Science; Conselho Nacional de Desenvolvimento Científico e Tecnológico; U.S. Department of Energy; National Natural Science Foundation of China; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Danmarks Grundforskningsfond; Ministerstwo Edukacji i Nauki; CERN; UK Research and Innovation; National Science Foundation; TRIUMF; Fundação de Amparo à Pesquisa do Estado de São Paulo; Agencia Estatal de Investigación; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Large Hadron Collider; Quantum chromodynamics; Electroweak interaction; Atlas (anatomy); Hadron; ATLAS experiment; Perturbative QCD; Physics beyond the Standard Model; Flavour","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002152737,0.001600506,0.001442233,0.004286759,0.001461594,0.003283458,0.001438146,0.0008787413,0.008307846],"category_scores_gemma":[0.002502929,0.0009107136,0.001762021,0.008338328,0.0005490177,0.001233971,0.002039417,0.0008205613,0.002969616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001445989,"about_ca_system_score_gemma":0.001969705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03137808,"about_ca_topic_score_gemma":0.06050723,"domain_scores_codex":[0.9984456,0.0003032603,0.00008894867,0.0003595591,0.0004006825,0.000402113],"domain_scores_gemma":[0.9960509,0.000934087,0.000676234,0.001177218,0.0005389244,0.0006227087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01038132,0.001514508,0.8020347,0.001160616,0.003373401,0.005105734,0.002670435,0.02213354,0.0323562,0.008460556,0.08921717,0.02159181],"study_design_scores_gemma":[0.001046616,0.0005344129,0.9441618,0.00008130306,0.0008045911,0.0008117906,0.0006014402,0.006559508,0.008531474,0.003179827,0.03343735,0.0002499241],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7886681,0.0005211308,0.001378468,0.0003819871,0.00006392311,0.00009194839,0.1951918,0.001194483,0.01250817],"genre_scores_gemma":[0.7934621,0.000223571,0.002234773,0.000243403,0.0001779037,0.0001462178,0.1985408,0.000618672,0.004352528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03137808,"threshold_uncertainty_score":0.06239092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03230016340887652,"score_gpt":0.2996768738346186,"score_spread":0.267376710425742,"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."}}