{"id":"W7114832603","doi":"","title":"Seasonal Variations of the Atmospheric Muon Neutrino Spectrum measured with IceCube","year":2025,"lang":"en","type":"article","venue":"VUBIR (Vrije Universiteit Brussel)","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"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; Helmholtz Alliance for Astroparticle Physics; Institute for Global Prominent Research, Chiba University; RWTH Aachen University; Alliance de recherche numérique du Canada; Chiba 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; 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":"Muon; Zenith; Flux (metallurgy); Neutrino; Amplitude; Seasonality; Range (aeronautics)","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":[0.0001897138,0.0001809886,0.0001910422,0.000464868,0.0002258737,0.0004272283,0.0002024207,0.0003057168,0.00109061],"category_scores_gemma":[0.0003426008,0.0001384608,0.0001458291,0.0006488938,0.0001484074,0.0002092191,0.000244878,0.0002205653,0.000274865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000273465,"about_ca_system_score_gemma":0.0001709111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01264255,"about_ca_topic_score_gemma":0.01893811,"domain_scores_codex":[0.9999151,0.000008175428,0.000004333911,0.00003272255,0.00001889559,0.0000207787],"domain_scores_gemma":[0.9997829,0.00004962412,0.00004470682,0.00002574404,0.00006067297,0.00003644413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00296418,0.000244922,0.8104017,0.0002021248,0.0003679486,0.0005678022,0.0008984964,0.004946392,0.1474063,0.0006653985,0.006322498,0.02501232],"study_design_scores_gemma":[0.00001757095,0.00004801462,0.9902529,0.00001131349,0.00003141842,0.00007818064,0.0001107891,0.001337719,0.004479853,0.00004332629,0.003580955,0.000007901758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921257,0.000195435,0.0002386943,0.00004426181,0.00003293584,0.000006382852,0.003246896,0.00006322195,0.004046519],"genre_scores_gemma":[0.9944728,0.0001150229,0.0003492091,0.00002636166,0.00002142415,0.000008419973,0.004301488,0.00003029533,0.000674965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01264255,"threshold_uncertainty_score":0.02513796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003299099730053116,"score_gpt":0.1675557434675573,"score_spread":0.1642566437375041,"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."}}