{"id":"W4396681647","doi":"10.1051/epjconf/202429501046","title":"Scale tests of the new DUNE data pipeline","year":2024,"lang":"en","type":"article","venue":"EPJ Web of Conferences","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"High Energy Physics; Institut National de Physique Nucléaire et de Physique des Particules; Horizon 2020 Framework Programme; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Office of Science; European Commission; Ministerio de Ciencia e Innovación; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Centre National de la Recherche Scientifique; European Regional Development Fund; Ministerstvo Školství, Mládeže a Tělovýchovy; U.S. Department of Energy; Junta de Andalucía; Fundação para a Ciência e a Tecnologia; Fundação de Amparo à Pesquisa do Estado de Goiás; Fermilab; UK Research and Innovation; National Science Foundation; Royal Society; National Energy Research Scientific Computing Center; Xunta de Galicia; CERN; Fundação de Amparo à Pesquisa do Estado de São Paulo; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Daemon; Large Hadron Collider; Pipeline (software); Petabyte; Metadata; Data acquisition; Computer science; Detector; Operating system; Physics; Particle physics; Big data; Telecommunications","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":[0.007638728,0.0008289547,0.0008337843,0.001759259,0.001579935,0.002822629,0.002911029,0.001248596,0.007060014],"category_scores_gemma":[0.0237603,0.000984113,0.0004915079,0.001780783,0.002351274,0.006435635,0.004542015,0.002453072,0.001368232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002836087,"about_ca_system_score_gemma":0.001108423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006224568,"about_ca_topic_score_gemma":0.004690654,"domain_scores_codex":[0.9912583,0.001234298,0.0003435472,0.001311973,0.004673097,0.001178783],"domain_scores_gemma":[0.9771275,0.007768571,0.0007216407,0.005085118,0.007518586,0.001778623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01293302,0.007896968,0.06524491,0.002063659,0.001034303,0.003958175,0.006123647,0.07481709,0.306951,0.04243902,0.1731304,0.3034078],"study_design_scores_gemma":[0.002732313,0.01024701,0.05194668,0.000214809,0.0003005075,0.001278931,0.002462812,0.2636731,0.5251416,0.009410687,0.1319793,0.0006123066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9116668,0.001258588,0.03783783,0.003675934,0.0009727681,0.001175404,0.003562251,0.01697725,0.02287318],"genre_scores_gemma":[0.9508804,0.0001949157,0.03837373,0.0005986912,0.0001372858,0.0005073274,0.003617115,0.0008862084,0.004804255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007638728,"threshold_uncertainty_score":0.04039788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0451835308187973,"score_gpt":0.3019284259897322,"score_spread":0.256744895170935,"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."}}