{"id":"W4410195304","doi":"10.1093/mnras/staf746","title":"The case of AT2022wtn: a tidal disruption event in an interacting galaxy","year":2025,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 European Research Council; Science and Technology Facilities Council; PAZY Foundation; National Science Foundation; Liverpool John Moores University; Agencia Estatal de Investigación; Yale University; Javna Agencija za Raziskovalno Dejavnost RS; Nuclear Safety and Security Commission; Queen's University; European Commission; Ministerio de Ciencia e Innovación; Agencia Nacional de Investigación y Desarrollo; Generalitat de Catalunya; Ministry of Education, India; National Aeronautics and Space Administration; Danmarks Grundforskningsfond; European School of Oncology; Goddard Space Flight Center; Ministero dell’Istruzione, dell’Università e della Ricerca; National Research Foundation; Space Telescope Science Institute; California Institute of Technology; Bonfils-Stanton Foundation; Northern Arizona University; Albert Ellis Institute; United States-Israel Binational Science Foundation; Queen's University Belfast; University of California","keywords":"Physics; Event (particle physics); Galaxy; Astronomy; Astrophysics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003685207,0.0001602747,0.0002598458,0.0000167566,0.0002424635,0.00005148544,0.0005137754,0.0000353564,0.00004996585],"category_scores_gemma":[0.00002318393,0.0001031496,0.0004373974,0.0001573366,0.0002899562,0.0001351812,0.0004122722,0.0004546245,0.000002489623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000089156,"about_ca_system_score_gemma":0.00009706505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001533314,"about_ca_topic_score_gemma":0.000116235,"domain_scores_codex":[0.9986202,0.0001674423,0.0004700469,0.0002487379,0.0001305817,0.0003629526],"domain_scores_gemma":[0.9988465,0.0004165795,0.0002426023,0.0003696948,0.00005740753,0.00006721808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002058001,0.0005684337,0.3398242,0.00002325053,0.000196774,5.899824e-7,0.0005195962,0.543628,0.0001770823,0.002187496,0.0001635363,0.1125052],"study_design_scores_gemma":[0.000862628,0.000133114,0.1956294,0.0001311291,0.00005960524,1.809583e-8,0.00677005,0.7919971,0.003812178,0.000233687,0.0002140367,0.0001570117],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976072,0.00002224481,0.001139814,0.0003455161,0.0001323495,0.0002600721,0.00003772716,0.000005300461,0.0004498268],"genre_scores_gemma":[0.9989419,2.798977e-8,0.000663253,0.000004135288,0.0001242035,0.00003015619,0.00000750051,0.000008890519,0.0002199198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.248369,"threshold_uncertainty_score":0.4206319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008326045332128704,"score_gpt":0.2835331588214718,"score_spread":0.2752071134893431,"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."}}