{"id":"W4221155082","doi":"10.17863/cam.87450","title":"Modelling and computational improvements to the simulation of single vector-boson plus jet processes for the ATLAS experiment","year":2021,"lang":"en","type":"article","venue":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Social Fund; British Columbia Knowledge Development Fund; 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; Narodowa Agencja Wymiany Akademickiej; Centre National pour la Recherche Scientifique et Technique; National Research Center \"Kurchatov Institute\"; Centre National de la Recherche Scientifique; Israel Science Foundation; Joint Institute for Nuclear Research; Japan Society for the Promotion of Science; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Generalitat Valenciana; Austrian Science Fund; U.S. Department of Energy; National Natural Science Foundation of China; Fundação de Amparo à Pesquisa do Estado de São Paulo; H2020 Marie Skłodowska-Curie Actions; Javna Agencija za Raziskovalno Dejavnost RS; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Ministry of Education, Culture, Sports, Science and Technology; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Agence Nationale de la Recherche; National Science Foundation; Alexander von Humboldt-Stiftung; TRIUMF; Max-Planck-Gesellschaft; Royal Society; Compute Canada; Agencia Nacional de Investigación y Desarrollo; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Generalitat de Catalunya; European Regional Development Fund; Bundesministerium für Bildung und Forschung; Canarie; Deutsche Forschungsgemeinschaft; Centres de Recerca de Catalunya; CERN; Danmarks Grundforskningsfond; Ministerio de Ciencia e Innovación; European Commission; Leverhulme Trust; Türkiye Atom Enerjisi Kurumu","keywords":"Atlas (anatomy); Vector boson; Jet (fluid); ATLAS experiment; Physics; Computer science; Boson; Aerospace engineering; Statistical physics; Particle physics; Large Hadron Collider; Engineering; Mechanics; Geology","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":[0.0009262481,0.0006780809,0.0005362501,0.0003309421,0.0006320592,0.001087731,0.001772825,0.000605683,0.004783106],"category_scores_gemma":[0.00261862,0.000433144,0.0006895455,0.0006456914,0.0004031355,0.0009210896,0.0007723841,0.001102605,0.0008159279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009174966,"about_ca_system_score_gemma":0.001527646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008417672,"about_ca_topic_score_gemma":0.009529499,"domain_scores_codex":[0.9994962,0.0001708988,0.00003119466,0.00005871203,0.0001877615,0.00005520952],"domain_scores_gemma":[0.9991454,0.0004462225,0.0000478041,0.0001594269,0.0001481167,0.00005299077],"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":[0.0002151377,0.00006015684,0.001796466,0.0000574038,0.00003758678,0.00007512,0.00004823156,0.9642528,0.003725688,0.01653018,0.001405878,0.01179535],"study_design_scores_gemma":[0.00004416319,0.00004995481,0.0003754229,0.000006094528,0.00001624681,0.00002270379,0.00001069762,0.9905789,0.002570073,0.002746111,0.003560777,0.00001885432],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2794291,0.0006748305,0.6702278,0.0009667819,0.0004830849,0.0002987172,0.002858196,0.006219202,0.03884226],"genre_scores_gemma":[0.7429,0.0005180241,0.24783,0.0001972965,0.0001342891,0.0004041714,0.002471554,0.0009658713,0.004578868],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008417672,"threshold_uncertainty_score":0.01673734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02820624466528971,"score_gpt":0.2812495106462355,"score_spread":0.2530432659809458,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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