{"id":"W3093999282","doi":"10.17863/cam.77221","title":"Long-baseline neutrino oscillation physics potential of the DUNE experiment","year":2020,"lang":"en","type":"article","venue":"Lirias (KU Leuven)","topic":"Neutrino Physics Research","field":"Physics and Astronomy","cited_by":243,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fermilab; Institut National de Physique Nucléaire et de Physique des Particules; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Horizon 2020 Framework Programme; Office of Science; 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; Ministerstvo Školství, Mládeže a Tělovýchovy; European Regional Development Fund; U.S. Department of Energy; European Commission; Fundação de Amparo à Pesquisa do Estado de Goiás; National Science Foundation; Royal Society; UK Research and Innovation; National Energy Research Scientific Computing Center; CERN; Fundação para a Ciência e a Tecnologia; Fundação de Amparo à Pesquisa do Estado de São Paulo; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Neutrino; Algorithm; Physics; Machine learning; Artificial intelligence; Particle physics; Computer science","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":[0.006990287,0.0008299319,0.001129066,0.000793953,0.0009971652,0.002533967,0.001233582,0.00101644,0.002779653],"category_scores_gemma":[0.006452555,0.0007354775,0.0008461105,0.0006968268,0.0006095091,0.002578504,0.002685311,0.0009012844,0.0003761248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001907757,"about_ca_system_score_gemma":0.001159532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003547553,"about_ca_topic_score_gemma":0.004438253,"domain_scores_codex":[0.9975453,0.001171107,0.00006032165,0.0005104205,0.0004035294,0.0003093443],"domain_scores_gemma":[0.9965258,0.001587566,0.0002826632,0.0007290852,0.0005374099,0.0003374619],"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":[0.01040802,0.0009238659,0.1235015,0.0008815111,0.001596943,0.001123584,0.0005705822,0.3989562,0.0622028,0.190731,0.01053827,0.1985657],"study_design_scores_gemma":[0.001727029,0.002020548,0.0694201,0.0002742448,0.0005425952,0.0007440984,0.000366067,0.6932045,0.05717148,0.1049862,0.0686257,0.0009175692],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8386892,0.004318086,0.09115291,0.004201633,0.0004042024,0.0002198878,0.005134184,0.002359001,0.05352082],"genre_scores_gemma":[0.9634296,0.0004859867,0.03058723,0.0002222165,0.00005612393,0.0001526777,0.00195138,0.0001719874,0.002942688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006990287,"threshold_uncertainty_score":0.03696859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02705426758874857,"score_gpt":0.280888867429976,"score_spread":0.2538345998412275,"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."}}