{"id":"W4414529441","doi":"10.22323/1.501.1211","title":"Updated Earth Tomography Using Atmospheric Neutrinos at IceCube","year":2025,"lang":"en","type":"article","venue":"","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; Marsden Fund; 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; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation; Belgian Federal Science Policy Office; Deutsche Forschungsgemeinschaft; Michigan State University; National Research Foundation; University of Wisconsin-Madison; Vetenskapsrådet; U.S. Department of Energy; Office of Advanced Cyberinfrastructure; European Commission; Western Canada Research Grid; Fonds De La Recherche Scientifique - FNRS; Polarforskningssekretariatet; Fonds Wetenschappelijk Onderzoek; Nvidia; Marquette University","keywords":"Neutrino; Muon; Observatory; Solar neutrino; Solar neutrino problem; Flux (metallurgy); Neutrino detector; Measure (data warehouse)","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":[0.001621372,0.0006955363,0.0005601208,0.001648976,0.0007226174,0.001798909,0.0008620691,0.0003893289,0.006654905],"category_scores_gemma":[0.003178977,0.000510772,0.0007052022,0.00292272,0.0003541695,0.001444137,0.001521134,0.00100662,0.002008725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007634029,"about_ca_system_score_gemma":0.0008524538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01381246,"about_ca_topic_score_gemma":0.02622323,"domain_scores_codex":[0.9993218,0.0001340619,0.00002491183,0.0001728254,0.0002684027,0.00007798208],"domain_scores_gemma":[0.9988884,0.0002171737,0.0001442526,0.0003030596,0.0003506386,0.00009648356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003596639,0.0005205951,0.2252448,0.0007771598,0.00144044,0.001080147,0.001631982,0.1342144,0.09604064,0.0625267,0.2345968,0.2383298],"study_design_scores_gemma":[0.000751031,0.000360155,0.2520235,0.0002873952,0.0004960256,0.001015986,0.0005983979,0.2931095,0.07539109,0.03569116,0.3399629,0.0003128899],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.35777,0.001730808,0.1997073,0.001380879,0.0007149888,0.000411348,0.2601191,0.01996078,0.1582048],"genre_scores_gemma":[0.5347825,0.001123818,0.2514199,0.0003799721,0.0003846653,0.0004001977,0.1966685,0.005020238,0.009820132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01381246,"threshold_uncertainty_score":0.02746409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006116634361506324,"score_gpt":0.2165923806840644,"score_spread":0.2104757463225581,"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."}}