{"id":"W4414448696","doi":"10.22323/1.501.0933","title":"IceCube population constraints on neutrino emission by Fermi-LAT detected active galactic nuclei","year":2025,"lang":"en","type":"article","venue":"","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":1,"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":"Blazar; Neutrino; Active galactic nucleus; Fermi Gamma-ray Space Telescope; Population; Quasar; Neutrino astronomy","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":[0.003304861,0.0004670918,0.0007151354,0.001123171,0.0005662906,0.001373457,0.0006038587,0.0003758009,0.002405155],"category_scores_gemma":[0.006664191,0.0003054555,0.0006769342,0.001349105,0.0004394161,0.0006364262,0.0008066818,0.0003896053,0.0003700575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006846916,"about_ca_system_score_gemma":0.0006151783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01008433,"about_ca_topic_score_gemma":0.01148664,"domain_scores_codex":[0.9987364,0.0005386188,0.00007989211,0.0002548519,0.000226747,0.0001635671],"domain_scores_gemma":[0.9918373,0.004267128,0.001671841,0.001011203,0.0008666469,0.0003457979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00146574,0.000180403,0.923283,0.0001275897,0.0006226549,0.000287721,0.0003211758,0.02488152,0.01344159,0.006622844,0.00877763,0.01998807],"study_design_scores_gemma":[0.0001834711,0.0001769156,0.9363384,0.0000785634,0.000280031,0.0002829485,0.0002665025,0.02805379,0.01359745,0.004742576,0.01594255,0.00005688339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688284,0.0004175807,0.005367366,0.0002168689,0.00002969856,0.00004722412,0.01426213,0.0001833301,0.01064735],"genre_scores_gemma":[0.9578155,0.0003141811,0.007576921,0.0002142615,0.00007397034,0.0001634369,0.03272072,0.0001463804,0.0009745642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01008433,"threshold_uncertainty_score":0.02005124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00613448710020358,"score_gpt":0.2336837376794233,"score_spread":0.2275492505792197,"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."}}