{"id":"W7119281759","doi":"","title":"Electroweak, QCD and flavour physics studies with ATLAS data from Run 2 of the LHC","year":2025,"lang":"en","type":"article","venue":"RepositóriUM (Universidade do Minho)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004508579,0.0001670856,0.0002762569,0.00001778482,0.0002648064,0.00003359394,0.0003472727,0.00002072836,0.0000164329],"category_scores_gemma":[0.000004522876,0.000115205,0.00006018914,0.0002889611,0.0004088657,0.0001751785,0.000756508,0.0001197539,0.000004856352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002689397,"about_ca_system_score_gemma":0.00003321532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003714462,"about_ca_topic_score_gemma":0.000006926344,"domain_scores_codex":[0.9991288,0.000045908,0.0001333105,0.0003370388,0.0001458201,0.0002091614],"domain_scores_gemma":[0.9991317,0.0001085268,0.00009914955,0.0005553016,0.00006460804,0.00004067098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003425194,0.000538742,0.1039119,0.00006941723,0.003635194,0.000009023275,0.005480819,0.00003462965,0.3071955,0.5690523,0.003146196,0.00658368],"study_design_scores_gemma":[0.001522591,0.0001222634,0.01154147,0.0002713099,0.0006954448,0.000001380971,0.01856454,0.0007372474,0.9036359,0.06136351,0.001152427,0.0003919122],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984394,0.001085167,0.0007524706,0.0006946663,0.00005813994,0.0001436413,0.00006371911,0.00001483774,0.01279332],"genre_scores_gemma":[0.9991482,0.00001748032,0.0002113097,0.00002505684,0.00007162722,0.0000042147,0.0000168951,0.000008716977,0.0004964385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5964404,"threshold_uncertainty_score":0.4697923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0156463221817599,"score_gpt":0.2631350816061732,"score_spread":0.2474887594244133,"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."}}