{"id":"W4400342128","doi":"10.18154/rwth-2025-03453","title":"Search for a light sterile neutrino with 7.5 years of IceCube DeepCore data","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of Experimental Program to Stimulate Competitive Research; Japan Society for the Promotion of Science; Deutsches Elektronen-Synchrotron; Natural Sciences and Engineering Research Council of Canada; Office of Polar Programs; College of Engineering, Michigan State University; Chiba University; Alliance de recherche numérique du Canada; Helmholtz Alliance for Astroparticle Physics; Institute for Global Prominent Research, Chiba University; RWTH Aachen University; Knut och Alice Wallenbergs Stiftelse; Villum Fonden; National Research Foundation of Korea; Marsden Fund; Bundesministerium für Bildung und Forschung; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation; Belgian Federal Science Policy Office; Deutsche Forschungsgemeinschaft; Michigan State University; National Research Foundation; Vetenskapsrådet; U.S. Department of Energy; Office of Advanced Cyberinfrastructure; European Commission; Western Canada Research Grid; Marquette University; Fonds De La Recherche Scientifique - FNRS; Polarforskningssekretariatet; Fonds Wetenschappelijk Onderzoek; Nvidia","keywords":"Sterile neutrino; Neutrino; Physics; Astronomy; Particle physics; Neutrino oscillation","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":[0.002501771,0.0005129041,0.0006629589,0.00104724,0.0006078777,0.001385537,0.0008642112,0.0005085092,0.001275754],"category_scores_gemma":[0.003665993,0.0003169085,0.0006833555,0.001275054,0.0004016962,0.0006649934,0.001202143,0.0005979175,0.0003330164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006645191,"about_ca_system_score_gemma":0.0009016499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008265783,"about_ca_topic_score_gemma":0.01512878,"domain_scores_codex":[0.9992873,0.0001798882,0.00002195046,0.0001667587,0.0001754136,0.0001686999],"domain_scores_gemma":[0.9978345,0.0007321172,0.0005861925,0.0002758761,0.0003155653,0.0002557613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003256298,0.0003194332,0.8558922,0.0003804066,0.001476688,0.001701892,0.0006388371,0.02610472,0.03297243,0.01531997,0.01181627,0.05012093],"study_design_scores_gemma":[0.001141555,0.001294649,0.6379609,0.0002489291,0.00174786,0.002291447,0.00150931,0.1690241,0.04611021,0.02540245,0.1130162,0.0002523291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834234,0.0006731013,0.004527651,0.0002804597,0.00003509755,0.00002872008,0.005385342,0.0001192999,0.005527049],"genre_scores_gemma":[0.9798513,0.0002247977,0.005256365,0.00013864,0.00004184611,0.00002540046,0.01382179,0.00007037024,0.0005695455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008265783,"threshold_uncertainty_score":0.01643538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06617485151019306,"score_gpt":0.2037056913749732,"score_spread":0.1375308398647802,"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."}}