{"id":"W4414516186","doi":"10.22323/1.501.1011","title":"Astrophysical neutrino flux measurement and search for nutau induced cascades with 11 years of IceCube data","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; Cascade; Muon; Flux (metallurgy); Electron neutrino; Sample (material); Power law; Energy (signal processing)","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":[0.001281345,0.0006076773,0.0005205817,0.001060573,0.0006580465,0.0007512784,0.0005526628,0.0003612067,0.001760377],"category_scores_gemma":[0.001258049,0.0003244656,0.0006311024,0.001180773,0.0003137418,0.0004250533,0.0007334642,0.0004581895,0.0003270691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007283957,"about_ca_system_score_gemma":0.0005710312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004123473,"about_ca_topic_score_gemma":0.009234871,"domain_scores_codex":[0.9994085,0.0001117616,0.00002659235,0.0001659757,0.0001902489,0.00009700306],"domain_scores_gemma":[0.9992078,0.0002242431,0.0001898644,0.0001322665,0.0001548638,0.0000910478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003249629,0.0005397838,0.7855783,0.0001589264,0.0004809169,0.001158662,0.0003984104,0.03023539,0.1367191,0.004793098,0.003606667,0.0330812],"study_design_scores_gemma":[0.0003600876,0.0006719469,0.746397,0.00004360164,0.0002325907,0.0009064451,0.0002275456,0.1145721,0.1176949,0.002174881,0.01663857,0.00008032443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879956,0.0001133285,0.003557893,0.00004174946,0.000009105637,0.00005368595,0.004144478,0.0001875669,0.003896653],"genre_scores_gemma":[0.9701588,0.0001250706,0.01074503,0.00004046499,0.00002208054,0.0000875654,0.01796942,0.00009465107,0.0007569544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004123473,"threshold_uncertainty_score":0.008198977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04246755568005399,"score_gpt":0.275181445122813,"score_spread":0.2327138894427589,"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."}}