{"id":"W4414438217","doi":"10.22323/1.501.0955","title":"Ultra-High-Energy Transient Source Search using IceCube Neutrinos and Pierre Auger Photon Candidates","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; Agencia Nacional de Promoción Científica y Tecnológica; Japan Society for the Promotion of Science; Deutsches Elektronen-Synchrotron; 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; 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; Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Investigaciones Científicas y Técnicas; Western Canada Research Grid; Fonds De La Recherche Scientifique - FNRS; Polarforskningssekretariatet; Fonds Wetenschappelijk Onderzoek; Nvidia; Marquette University","keywords":"Neutrino; Auger; Pierre Auger Observatory; Neutrino detector; Cosmic ray; Photon; Neutrino astronomy; COSMIC cancer database","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":[0.00120068,0.0005709692,0.0005874682,0.002324226,0.0006084588,0.001529193,0.0005570905,0.0005483321,0.001379493],"category_scores_gemma":[0.001252167,0.0002639858,0.0007319312,0.002110835,0.000322324,0.0009655497,0.001688501,0.0004394286,0.0004432313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007067308,"about_ca_system_score_gemma":0.001087292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007423189,"about_ca_topic_score_gemma":0.01121746,"domain_scores_codex":[0.9994459,0.0001022782,0.00001783017,0.0001542634,0.0001472511,0.0001324735],"domain_scores_gemma":[0.9994231,0.0001431201,0.0001624705,0.00009003625,0.0000854287,0.00009574168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003170736,0.0004931745,0.6854169,0.0004298317,0.0008649111,0.003600076,0.001008365,0.04711905,0.09792002,0.03243224,0.01322593,0.1143188],"study_design_scores_gemma":[0.0004742031,0.00103764,0.4789365,0.0004074591,0.0007117315,0.003892155,0.001919424,0.2533693,0.1249905,0.03053447,0.1033233,0.0004033597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9327728,0.001268886,0.02908295,0.0004505669,0.00007701434,0.0002240936,0.0117764,0.0007767536,0.02357056],"genre_scores_gemma":[0.9215999,0.0008063292,0.05379046,0.000140719,0.00006543914,0.0001763618,0.02080981,0.0001273548,0.00248357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007423189,"threshold_uncertainty_score":0.01475996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007199473820780962,"score_gpt":0.2244294940408058,"score_spread":0.2172300202200249,"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."}}