{"id":"W4412970321","doi":"10.1051/0004-6361/202451328","title":"The physical properties of candidate neutrino-emitter blazars","year":2025,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; National Astronomical Observatories, Chinese Academy of Sciences; University of Colorado Boulder; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; Agencia Nacional de Investigación y Desarrollo; National Development and Reform Commission; Ministério da Ciência, Tecnologia, Inovações e Comunicações; Universidad Nacional Autónoma de México; Korea Astronomy and Space Science Institute; European Southern Observatory; Chinese Academy of Sciences; University of Oxford; York University; Leibniz-Gemeinschaft; University of Notre Dame; Carnegie Mellon University; University of Washington; Alfred P. Sloan Foundation; Johns Hopkins University; Carnegie Institution of Washington; University of Utah; Ohio State University; Smithsonian Institution; U.S. Department of Energy; California Institute of Technology; Ministério da Ciência, Tecnologia e Inovação; National Aeronautics and Space Administration; New Mexico State University; University of Portsmouth; Vanderbilt University; Yale University; National Science Foundation","keywords":"Blazar; Physics; Neutrino; Astrophysics; Active galactic nucleus; Neutrino detector; Astronomy; Galaxy; Gamma ray; Neutrino oscillation; Particle physics","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":[0.001064542,0.0002164107,0.0002654284,0.0009984414,0.0003067673,0.0007479531,0.000240846,0.0002082559,0.001516466],"category_scores_gemma":[0.003474585,0.0001011324,0.000247843,0.0006228176,0.0003541297,0.0003055609,0.000265561,0.0001655795,0.0002681561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002584656,"about_ca_system_score_gemma":0.0001451637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001519727,"about_ca_topic_score_gemma":0.001637005,"domain_scores_codex":[0.9996918,0.00007403657,0.00002015845,0.0001162426,0.00006048074,0.00003717922],"domain_scores_gemma":[0.9981596,0.0005239889,0.0008478191,0.000180467,0.0001612301,0.0001268823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001065686,0.00001056726,0.9938945,0.00001963744,0.0000672464,0.00007286202,0.000115743,0.0006431713,0.001755065,0.0002290702,0.0001162389,0.00296925],"study_design_scores_gemma":[0.000007169258,0.00004055523,0.9954382,0.00000936948,0.00005346346,0.000304045,0.000174466,0.002457793,0.0006736963,0.0002416863,0.0005950253,0.000004708521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983945,0.0002297664,0.0007361007,0.00002000757,0.000001854499,0.000006421302,0.0002659565,0.00001292942,0.0003324153],"genre_scores_gemma":[0.9988669,0.00006853381,0.0004552598,0.000005838249,0.000006272553,0.000003784759,0.0004778656,0.00000496966,0.0001104437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001519727,"threshold_uncertainty_score":0.005629897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005066798154212587,"score_gpt":0.1967183458494119,"score_spread":0.1916515476951993,"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."}}