{"id":"W4414481599","doi":"10.22323/1.501.1145","title":"Search for High-Energy Neutrinos from Infrared Flares","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":"Flare; Neutrino; Accretion (finance); Flux (metallurgy); Light curve; Supermassive black hole; Torus; Infrared","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":[0.0006264084,0.000363006,0.0003126975,0.002373427,0.0002749308,0.0009350476,0.0003716009,0.0003964333,0.0007570948],"category_scores_gemma":[0.0009859952,0.0001741075,0.0004589755,0.002031285,0.0001833292,0.0003425855,0.0006642166,0.0003074504,0.0002230109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00035745,"about_ca_system_score_gemma":0.0002364514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003018548,"about_ca_topic_score_gemma":0.004116379,"domain_scores_codex":[0.9996926,0.00003399939,0.00001405359,0.00008884074,0.00009298832,0.00007755066],"domain_scores_gemma":[0.9990458,0.0001771404,0.0004655904,0.00009210224,0.00009367638,0.0001256792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000304684,0.0001090684,0.9569678,0.00008584717,0.0002522941,0.000696594,0.0002383864,0.001427198,0.0251714,0.0005061082,0.001366386,0.01287426],"study_design_scores_gemma":[0.00001743485,0.00007785649,0.9855933,0.00002459564,0.00009702703,0.00047881,0.0002037897,0.004214897,0.005776957,0.0002157754,0.003285868,0.00001363098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950263,0.0002149256,0.0007917889,0.00003251394,0.00000748108,0.00003386587,0.002373074,0.00006479576,0.0014552],"genre_scores_gemma":[0.9860346,0.0002879575,0.00306716,0.00008281345,0.00003845388,0.00003295923,0.009946621,0.00002742587,0.00048189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003018548,"threshold_uncertainty_score":0.006001949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008117002970833412,"score_gpt":0.2281070543139432,"score_spread":0.2199900513431098,"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."}}