{"id":"W4389984463","doi":"10.48550/arxiv.2312.11239","title":"Status of DUNE Offline Computing","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Neutrino Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; Institut National de Physique Nucléaire et de Physique des Particules; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Office of Science; European Commission; Ministerio de Ciencia e Innovación; Centre National de la Recherche Scientifique; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; European Regional Development Fund; 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; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Neutrino; Software; Computer science; Detector; Large Hadron Collider; Massively parallel; Data processing; Event reconstruction; Computer engineering; Computational science; Physics; Particle physics; Operating system","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":[0.006109581,0.001531812,0.001177494,0.002392116,0.001175262,0.006927263,0.006934148,0.001082456,0.02637091],"category_scores_gemma":[0.01753473,0.001061005,0.001093667,0.003909195,0.001991708,0.01243616,0.006338661,0.003156083,0.01286727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00222072,"about_ca_system_score_gemma":0.003779993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004450082,"about_ca_topic_score_gemma":0.002420681,"domain_scores_codex":[0.9947504,0.001107393,0.0002521945,0.001052031,0.002058129,0.0007797887],"domain_scores_gemma":[0.9814549,0.00434567,0.0004772803,0.007827407,0.004063035,0.001831796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001650453,0.0003233151,0.003889319,0.0008956079,0.0001635972,0.0002256436,0.0005288258,0.01218697,0.006232027,0.1362565,0.2100406,0.6276071],"study_design_scores_gemma":[0.0002374931,0.0002933144,0.001774593,0.0004258275,0.00007655877,0.0003680404,0.0003896847,0.1079769,0.02073479,0.1189644,0.7485822,0.0001760542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.03733021,0.01208276,0.6968366,0.01357201,0.002481894,0.0003219157,0.007680579,0.1118236,0.1178704],"genre_scores_gemma":[0.2207543,0.009985977,0.6817845,0.003439092,0.001121996,0.0007162412,0.02478659,0.02648428,0.03092702],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02637091,"threshold_uncertainty_score":0.08821946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1448066293889914,"score_gpt":0.2506395170769536,"score_spread":0.1058328876879622,"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."}}