{"id":"W7002194747","doi":"","title":"Methods and stability tests associated with the sterile neutrino search using improved high-energy ν<sub>μ </sub>event reconstruction in IceCube","year":2024,"lang":"en","type":"article","venue":"Archive ouverte UNIGE (University of Geneva)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","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; 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; Villum Fonden; National Research Foundation of Korea; Marsden Fund; Bundesministerium für Bildung und Forschung; H2020 Marie Skłodowska-Curie Actions; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation; Belgian Federal Science Policy Office; Deutsche Forschungsgemeinschaft; Fonds De La Recherche Scientifique - FNRS; University of Texas at Arlington; Harvard University; Polarforskningssekretariatet; U.S. Department of Energy; University of Wisconsin-Madison; Vetenskapsrådet; Marquette University; Western Canada Research Grid; Office of Advanced Cyberinfrastructure; Massachusetts Institute of Technology; European Commission; National Research Foundation; Michigan State University; Fonds Wetenschappelijk Onderzoek; Nvidia","keywords":"Neutrino; Neutrino detector; Sterile neutrino; Detector; Stability (learning theory); Consistency (knowledge bases); Neutrino oscillation; Solar neutrino","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":[0.02507708,0.0009833173,0.0007038333,0.002516823,0.001389672,0.002532729,0.002995608,0.001011211,0.007405495],"category_scores_gemma":[0.0825804,0.000853867,0.002330569,0.003257368,0.001475659,0.001343678,0.002740087,0.001881906,0.001513164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001406494,"about_ca_system_score_gemma":0.002005228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00938709,"about_ca_topic_score_gemma":0.008303997,"domain_scores_codex":[0.9885027,0.006618381,0.0008793362,0.001561245,0.001935107,0.0005032586],"domain_scores_gemma":[0.9556537,0.02925206,0.002643161,0.007343851,0.004639934,0.0004672955],"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":[0.002974194,0.0004020426,0.3864654,0.0005613331,0.002465848,0.0008847322,0.001258805,0.3795162,0.0138248,0.06575062,0.02690877,0.1189873],"study_design_scores_gemma":[0.0005243271,0.0004024381,0.1068008,0.0002118846,0.0004587027,0.0009976856,0.0006216051,0.7838318,0.02506345,0.04804807,0.03280694,0.0002322879],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3717921,0.0006663353,0.5859411,0.001297258,0.000206651,0.0008120422,0.02076517,0.006144537,0.01237482],"genre_scores_gemma":[0.4615849,0.000218371,0.4955671,0.0004212303,0.0001179508,0.001627304,0.0358637,0.002737103,0.001862317],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02507708,"threshold_uncertainty_score":0.1326219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02030901030812792,"score_gpt":0.2532953554227017,"score_spread":0.2329863451145738,"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."}}