{"id":"W4297669238","doi":"10.1103/physrevd.106.032003","title":"Simulating the neutrino flux from the Spallation Neutron Source for the COHERENT experiment","year":2022,"lang":"en","type":"article","venue":"Physical review. D/Physical review. D.","topic":"Neutrino Physics Research","field":"Physics and Astronomy","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"Oak Ridge National Laboratory; High Energy Physics; Nuclear Physics; Oak Ridge Institute for Science and Education; Sandia National Laboratories; National Nuclear Security Administration; Ministry of Science and Higher Education of the Russian Federation; Office of Science; Ministry of Science and Technology of the People's Republic of China; National Research Foundation; Carnegie Mellon University; National Research Foundation of Korea; U.S. Department of Energy; Oak Ridge Associated Universities; National Science Foundation","keywords":"Physics; Spallation; Spallation Neutron Source; Neutrino; Nuclear physics; Oak Ridge National Laboratory; Neutron source; Neutron; Flux (metallurgy); Neutron flux; Neutron time-of-flight scattering; Neutron scattering; Particle physics; Neutron cross section","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001030473,0.0006488584,0.001141183,0.00002004917,0.001815995,0.0001743758,0.002071591,0.00001815892,0.0003344126],"category_scores_gemma":[0.0000570354,0.0003405902,0.001537147,0.0008711459,0.0002292959,0.0001886036,0.001257801,0.001400437,0.0002583294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001786463,"about_ca_system_score_gemma":0.0001572482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003040738,"about_ca_topic_score_gemma":0.000002762945,"domain_scores_codex":[0.9946145,0.001188761,0.0008106919,0.000924181,0.00154547,0.0009163954],"domain_scores_gemma":[0.9908337,0.006211306,0.0006165454,0.001915219,0.0002193047,0.0002039471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001967868,0.00389229,0.006080133,0.002028707,0.001344951,0.000002718206,0.001705297,0.01192647,0.05775764,0.4351107,0.06672759,0.4132267],"study_design_scores_gemma":[0.001517565,0.0004813494,0.004053548,0.002211783,0.001721018,0.000001371404,0.0005097666,0.04165729,0.02140382,0.03492325,0.8902375,0.001281724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8175036,0.1041165,0.001671528,0.04116903,0.000813162,0.02374034,0.0006621553,0.0002386368,0.01008508],"genre_scores_gemma":[0.9836972,0.002589057,0.0000159663,0.003529709,0.003723588,0.005845739,0.0002604241,0.0001140191,0.0002242993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8235099,"threshold_uncertainty_score":0.9999046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03714793910937956,"score_gpt":0.4461822451743366,"score_spread":0.4090343060649571,"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."}}