{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00170144,0.001052655,0.001043906,0.002238243,0.001326146,0.002072787,0.0008990035,0.000783388,0.003383044],"category_scores_gemma":[0.00166039,0.0006362852,0.001300235,0.004275285,0.0005270572,0.0008087846,0.001654931,0.0007510397,0.0008457486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001288582,"about_ca_system_score_gemma":0.001421327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03947421,"about_ca_topic_score_gemma":0.07456166,"domain_scores_codex":[0.9988599,0.0002625738,0.00003721785,0.0002685889,0.0002412465,0.000330486],"domain_scores_gemma":[0.9978846,0.0005522489,0.000327469,0.0005270121,0.0002984174,0.0004101979],"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":[0.005092121,0.001254718,0.8806105,0.0004833551,0.001982196,0.003721802,0.003305443,0.01683001,0.04984307,0.007103113,0.0135431,0.01623076],"study_design_scores_gemma":[0.0002837681,0.0002833927,0.9764314,0.00003375386,0.0003146633,0.0004374517,0.0006546858,0.005995878,0.006306304,0.001526059,0.007609652,0.0001231273],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842572,0.0001467424,0.0005174326,0.0001791665,0.00001844907,0.0000286837,0.01095241,0.0001911461,0.003708709],"genre_scores_gemma":[0.984708,0.00005689363,0.0008914111,0.00008416261,0.00004632695,0.00003043804,0.01250865,0.0001285171,0.001545574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03947421,"threshold_uncertainty_score":0.07848889,"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."}}