{"id":"W7113666135","doi":"","title":"The environmental impact, carbon emissions and sustainability of computing in the ATLAS experiment","year":2025,"lang":"en","type":"article","venue":"Lancaster EPrints (Lancaster University)","topic":"Green IT and Sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"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; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; National Science and Technology Council; Centre National pour la Recherche Scientifique et Technique; Centre National de la Recherche Scientifique; Max-Planck-Gesellschaft; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Austrian Science Fund; European Regional Development Fund; Bundesministerium für Bildung und Forschung; Ministerstvo Školství, Mládeže a Tělovýchovy; 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; Fundação de Amparo à Pesquisa do Estado de São Paulo; H2020 Marie Skłodowska-Curie Actions; Agencia Estatal de Investigación; 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; European Commission; Danmarks Grundforskningsfond; TRIUMF; Alexander von Humboldt-Stiftung; British Columbia Knowledge Development Fund; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Ministerstwo Edukacji i Nauki; CERN; Deutsche Forschungsgemeinschaft; National Science Foundation; UK Research and Innovation; Canarie","keywords":"Sustainability; Atlas (anatomy); Green computing; Order (exchange); Large Hadron Collider; Environmental impact assessment","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":[0.004972625,0.0003573358,0.0003867932,0.0008379554,0.003643663,0.005649321,0.0007693931,0.001229374,0.004784595],"category_scores_gemma":[0.004924337,0.0001986746,0.0004010369,0.002312069,0.003956456,0.004490426,0.003507061,0.001938688,0.000542552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00605291,"about_ca_system_score_gemma":0.005662614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02357255,"about_ca_topic_score_gemma":0.0378058,"domain_scores_codex":[0.996246,0.001789502,0.00006790522,0.0002713723,0.001027253,0.0005978821],"domain_scores_gemma":[0.9959179,0.001899744,0.0002145141,0.0006030217,0.0005616526,0.0008032269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001516469,0.0006314779,0.04967278,0.0005220629,0.0001521639,0.0006608837,0.002666162,0.01359518,0.008622522,0.7619607,0.06132412,0.09867543],"study_design_scores_gemma":[0.0002090749,0.0007729703,0.0775471,0.0004812463,0.0001603501,0.0003941793,0.009361552,0.01424137,0.02868274,0.5181896,0.3496293,0.0003305322],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3952296,0.006679322,0.02149658,0.05811113,0.001140069,0.0003190455,0.003676093,0.000703798,0.5126443],"genre_scores_gemma":[0.9612491,0.003415825,0.01137891,0.003607282,0.0002542218,0.0001870079,0.001144121,0.0002374444,0.01852604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02357255,"threshold_uncertainty_score":0.04687071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00422463791175666,"score_gpt":0.2082636625510668,"score_spread":0.2040390246393101,"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."}}