{"id":"W4414570676","doi":"10.1093/mnras/staf1647","title":"STRRINGS: STReams in Residual Images of Nearby GalaxieS","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":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"Lawrence Berkeley National Laboratory; High Energy Physics; Science and Technology Facilities Council; Office of Science; Fundación Bancaria Caixa d'Estalvis i Pensions de Barcelona; National Science Foundation; University of Cambridge; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Fitzwilliam College, University of Cambridge; Isaac Newton Trust; Leverhulme Trust; U.S. Department of Energy; UK Research and Innovation","keywords":"Galaxy; Halo; STREAMS; Surface brightness; Satellite galaxy; Redshift; Residual; Dark matter","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005769958,0.0004788805,0.0003196604,0.002930778,0.0002127403,0.0008738713,0.0006795696,0.0003167698,0.00291308],"category_scores_gemma":[0.001412422,0.0002968914,0.0006198691,0.001432765,0.0002621453,0.0008184412,0.0007063487,0.0002912934,0.00223013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004671922,"about_ca_system_score_gemma":0.0003323833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01143064,"about_ca_topic_score_gemma":0.01388908,"domain_scores_codex":[0.9996538,0.00003267854,0.00002374558,0.0001051511,0.0001130078,0.00007164699],"domain_scores_gemma":[0.9992874,0.0001194994,0.0001322637,0.000202164,0.0001286445,0.0001300441],"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":[0.003888199,0.0006676014,0.3532996,0.001073608,0.0007446466,0.001467354,0.002152271,0.0694721,0.07921939,0.00418759,0.1048489,0.3789788],"study_design_scores_gemma":[0.0002453658,0.0004560766,0.52069,0.0001374972,0.000161566,0.001013351,0.0005942812,0.3654727,0.04503164,0.002515444,0.06353638,0.0001457106],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.820392,0.0004759622,0.02916148,0.0001186306,0.00005310889,0.0003403216,0.08434498,0.05866454,0.006449012],"genre_scores_gemma":[0.7439216,0.000212799,0.05825032,0.00004165594,0.00005942128,0.0001137839,0.1921658,0.003142335,0.002092157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01143064,"threshold_uncertainty_score":0.0227282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005743891818235519,"score_gpt":0.2376406542563239,"score_spread":0.2318967624380884,"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."}}