{"id":"W4414439778","doi":"10.22323/1.501.0956","title":"Low-latency neutrino follow-up combining diverse IceCube selections","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; Neutrino astronomy; Sky; Event (particle physics); Neutrino detector; Muon; Event reconstruction; Gravitational wave","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":[0.001321355,0.0007914098,0.0007436557,0.001510182,0.0005495797,0.001204423,0.0007334436,0.0002721499,0.007617312],"category_scores_gemma":[0.002354892,0.0003132465,0.000611937,0.001600683,0.0001499199,0.0008257775,0.00161227,0.0005000691,0.003677466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000459353,"about_ca_system_score_gemma":0.0008862258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00416291,"about_ca_topic_score_gemma":0.00940758,"domain_scores_codex":[0.9992377,0.00009418873,0.00003412539,0.0002340467,0.0002632555,0.0001367816],"domain_scores_gemma":[0.9987888,0.0001531447,0.0001193687,0.0003711555,0.0003763064,0.000191152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008589661,0.0007590266,0.3439874,0.0005624068,0.001023203,0.001643501,0.000849303,0.03140034,0.09413521,0.005139714,0.1592912,0.3526191],"study_design_scores_gemma":[0.001117644,0.001050583,0.357054,0.000214744,0.0007455476,0.00111805,0.0008174227,0.1577099,0.1149094,0.009578353,0.355361,0.0003233954],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.638706,0.001667579,0.1277017,0.000506092,0.0007350244,0.001539752,0.1204658,0.03105279,0.07762519],"genre_scores_gemma":[0.5888487,0.0006366306,0.1181424,0.0004064268,0.0003587365,0.001015379,0.2760019,0.003679263,0.0109105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007617312,"threshold_uncertainty_score":0.02548248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008140928718650077,"score_gpt":0.2256121820113294,"score_spread":0.2174712532926793,"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."}}