{"id":"W7110658313","doi":"","title":"Climbing to the Top of the ATLAS 13 TeV data","year":2025,"lang":"en","type":"article","venue":"Desy publication database (The 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":"CHIST-ERA; H2020 Marie Skłodowska-Curie Actions; Institut National de Physique Nucléaire et de Physique des Particules; Agencia Estatal de Investigación; Agencia Nacional de Promoción Científica y Tecnológica; Fundação para a Ciência e a Tecnologia; Japan Society for the Promotion of Science; Vetenskapsrådet; Horizon 2020 Framework Programme; Narodowa Agencja Wymiany Akademickiej; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Ministerstvo Školství, Mládeže a Tělovýchovy; National Science and Technology Council; European Social Fund; Royal Society; Centre National pour la Recherche Scientifique et Technique; European Regional Development Fund; British Columbia Knowledge Development Fund; Max-Planck-Gesellschaft; Centre National de la Recherche Scientifique; Knut och Alice Wallenbergs Stiftelse; Israel Science Foundation; Ministerstwo Edukacji i Nauki; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Generalitat de Catalunya; Generalitat Valenciana; Agencia Nacional de Investigación y Desarrollo; UK Research and Innovation; Istituto Nazionale di Fisica Nucleare; Ministero dell'Università e della Ricerca; Grantová Agentura České Republiky; Austrian Science Fund; Natural Sciences and Engineering Research Council of Canada; Ministry of Education, Culture, Sports, Science and Technology; Bundesministerium für Bildung und Forschung; U.S. Department of Energy; National Natural Science Foundation of China; European Commission; Leverhulme Trust; Fundação de Amparo à Pesquisa do Estado de São Paulo; Javna Agencija za Raziskovalno Dejavnost RS; Science and Technology Facilities Council; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministry of Science and Technology of the People's Republic of China; Agence Nationale de la Recherche; National Science Foundation; Baden-Württemberg Stiftung; H2020 European Research Council; Norges Forskningsråd; Alexander von Humboldt-Stiftung; TRIUMF; Danmarks Grundforskningsfond; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Canarie; CERN; Centres de Recerca de Catalunya; Ministerio de Ciencia e Innovación","keywords":"Large Hadron Collider; Atlas detector; Hadron; Atlas (anatomy); Observable; Quark; Top quark; Quantum field theory","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":[0.002616942,0.000685361,0.001385565,0.004392028,0.001463608,0.004074522,0.001339708,0.001149053,0.06685235],"category_scores_gemma":[0.01090903,0.0006877568,0.001011846,0.007492074,0.0003948874,0.002557497,0.003453665,0.002148219,0.07697046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146767,"about_ca_system_score_gemma":0.002853725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01826692,"about_ca_topic_score_gemma":0.03052171,"domain_scores_codex":[0.997262,0.0002420989,0.0001677176,0.0005529243,0.00130155,0.0004736768],"domain_scores_gemma":[0.9938788,0.0007234773,0.0003587439,0.0026197,0.001718457,0.00070074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005589304,0.00007293189,0.01410992,0.0002337447,0.00007688538,0.0001849992,0.0002732231,0.001286036,0.002029977,0.01017641,0.9374829,0.03351394],"study_design_scores_gemma":[0.0001313225,0.00005485929,0.03042228,0.0001302392,0.00005288783,0.0002152132,0.0003297823,0.003282986,0.002683984,0.008091769,0.9545276,0.00007716108],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.02714478,0.0008451809,0.007581946,0.002015035,0.0009473528,0.0001878351,0.8549868,0.01241893,0.09387217],"genre_scores_gemma":[0.0600156,0.0003215152,0.01284464,0.0008524661,0.000239256,0.000205127,0.9000193,0.003861341,0.02164069],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06685235,"threshold_uncertainty_score":0.2236434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0238324515259537,"score_gpt":0.2908354318540168,"score_spread":0.2670029803280631,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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