{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001275589,0.0004638034,0.0004935501,0.0006176538,0.0004750876,0.001133686,0.0007590786,0.0004072469,0.001456609],"category_scores_gemma":[0.001443478,0.0002782935,0.001121226,0.0008409739,0.000224597,0.0005455738,0.0004732102,0.0004071097,0.0004044306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006368664,"about_ca_system_score_gemma":0.000781123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006597405,"about_ca_topic_score_gemma":0.01175946,"domain_scores_codex":[0.9996955,0.0001245794,0.000009759337,0.00006347382,0.00005681959,0.00004976813],"domain_scores_gemma":[0.9995041,0.0002247278,0.00009178105,0.00008962196,0.00005063984,0.00003916032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001843228,0.0002790981,0.4709207,0.000247282,0.001250196,0.001232816,0.0006313092,0.3361992,0.07791196,0.02350535,0.01206147,0.07391744],"study_design_scores_gemma":[0.0002185995,0.0003073693,0.09440445,0.00003224828,0.000310093,0.000436894,0.0003314862,0.8451989,0.03908145,0.008447269,0.01114199,0.00008920755],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9483653,0.0001451821,0.04310817,0.0002892164,0.00003007178,0.00003796235,0.002246579,0.0008156809,0.004961776],"genre_scores_gemma":[0.9331565,0.0001433249,0.06005391,0.0001249546,0.00003585828,0.000046463,0.005208671,0.0002440627,0.0009862531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006597405,"threshold_uncertainty_score":0.01311797,"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."}}