{"id":"W4404372894","doi":"10.1103/physrevlett.133.201804","title":"Search for an eV-Scale Sterile Neutrino Using Improved High-Energy <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" display=\"inline\"><mml:mrow><mml:msub><mml:mrow><mml:mi>ν</mml:mi></mml:mrow><mml:mrow><mml:mi>μ</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:math> Event Reconstruction in IceCube","year":2024,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Queen's University","funders":"Office of Experimental Program to Stimulate Competitive Research; Japan Society for the Promotion of Science; Natural Sciences and Engineering Research Council of Canada; Physics Division, National Center for Theoretical Sciences; Office of Polar Programs; College of Engineering, Michigan State University; Helmholtz Alliance for Astroparticle Physics; Alliance de recherche numérique du Canada; Chiba University; Institute for Global Prominent Research, Chiba University; RWTH Aachen University; Knut och Alice Wallenbergs Stiftelse; Fonds Wetenschappelijk Onderzoek; Marsden Fund; Bundesministerium für Bildung und Forschung; H2020 Marie Skłodowska-Curie Actions; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Deutsche Forschungsgemeinschaft; Deutsches Elektronen-Synchrotron; National Energy Research Scientific Computing Center; Canada Foundation for Innovation; Marquette University; Harvard University; Polarforskningssekretariatet; University of Texas at Arlington; Fonds De La Recherche Scientifique - FNRS; University of Maryland; Wisconsin Alumni Research Foundation; National Research Foundation of Korea; Villum Fonden; National Research Foundation; Michigan State University; Carlsbergfondet; Nvidia; Vetenskapsrådet; U.S. Department of Energy; University of Wisconsin-Madison; Australian Research Council; Western Canada Research Grid; Office of Advanced Cyberinfrastructure; Massachusetts Institute of Technology; European Commission; Compute Canada; Belgian Federal Science Policy Office; National Science Foundation","keywords":"Neutrino; Physics; Energy (signal processing); Muon; Algorithm; Particle physics; Mathematics; Quantum mechanics","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008999353,0.0006354821,0.000336539,0.0002662144,0.0007381088,0.0008983925,0.001235593,0.0004421822,0.1565918],"category_scores_gemma":[0.0001361949,0.001166533,0.001579801,0.0009120078,0.000735792,0.001294523,0.0009324259,0.001136306,0.0004747751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001988866,"about_ca_system_score_gemma":0.0008312904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002195546,"about_ca_topic_score_gemma":0.0002819377,"domain_scores_codex":[0.9939247,0.0003224565,0.001275284,0.001461437,0.001270995,0.001745113],"domain_scores_gemma":[0.9959716,0.0007624725,0.000975851,0.001490493,0.00009904462,0.0007005543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008720952,0.0005488636,0.00002344674,0.002967636,0.001521805,0.0002835854,0.001180344,0.002693043,0.02734879,0.7984222,0.1320641,0.03207409],"study_design_scores_gemma":[0.001132393,0.001017716,0.00007843583,0.002281018,0.001014474,0.0001534199,0.0006571985,0.09028982,0.8994278,0.0003024959,0.002420105,0.001225152],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8051268,0.001183177,0.00602639,0.001124316,0.001903397,0.00006282108,0.0003294521,0.000133216,0.1841104],"genre_scores_gemma":[0.9893047,0.0007184554,0.001681896,0.001939025,0.003297174,0.001417108,0.001082568,0.0004967899,0.00006228471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.872079,"threshold_uncertainty_score":0.9990785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01764972520345343,"score_gpt":0.2582851936172348,"score_spread":0.2406354684137814,"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."}}