{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,5]],"date-time":"2026-10-05T14:08:38Z","timestamp":1791209318616,"version":"4.1.0"},"reference-count":16,"publisher":"Cambridge University Press (CUP)","issue":"S397","license":[{"start":{"date-parts":[[2026,10,5]],"date-time":"2026-10-05T00:00:00Z","timestamp":1791158400000},"content-version":"unspecified","delay-in-days":430,"URL":"https:\/\/www.cambridge.org\/core\/terms"}],"content-domain":{"domain":["cambridge.org"],"crossmark-restriction":true},"short-container-title":["Proc. IAU"],"published-print":{"date-parts":[[2025,8]]},"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:p>Over the past decades, significant efforts have been devoted to developing sophisticated algorithms for automatically identifying and classifying radio sources in large surveys. However, even the most advanced methods face challenges in recognising complex radio structures and accurately associating radio emission with their host galaxies. Leveraging data from the ASKAP telescope and the Evolutionary Map of the Universe (EMU) survey, Radio Galaxy Zoo EMU (RGZ EMU) was created to generate high-quality radio source classifications for training deep learning models and cataloging millions of radio sources in the southern sky. By integrating novel machine learning techniques, including anomaly detection and natural language processing, our workflow actively engages citizen scientists to enhance classification accuracy. We present results from Phase I of the project and discuss how these data will contribute to improving open science catalogues like EMUCAT.<\/jats:p>","DOI":"10.1017\/s1743921325104614","type":"journal-article","created":{"date-parts":[[2026,10,5]],"date-time":"2026-10-05T13:49:01Z","timestamp":1791208141000},"page":"211-215","update-policy":"https:\/\/doi.org\/10.1017\/policypage","source":"Crossref","is-referenced-by-count":0,"title":["Radio Galaxy Zoo EMU: Harnessing Citizen Science and AI to Advance Open Science Catalogues"],"prefix":"10.1017","volume":"21","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4437-1773","authenticated-orcid":false,"given":"Eleni","family":"Vardoulaki","sequence":"first","affiliation":[{"name":"IAASARS\/National Observatory Athens"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hongming","family":"Tang","sequence":"additional","affiliation":[{"name":"Xi\u2019an Jiaotong-Liverpool University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Micah","family":"Bowles","sequence":"additional","affiliation":[{"name":"University of Oxford"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gary","family":"Segal","sequence":"additional","affiliation":[{"name":"University of Queensland"},{"name":"CSIRO Space & Astronomy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Soheb","family":"Mandhai","sequence":"additional","affiliation":[{"name":"University of Manchester"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Emma L.","family":"Alexander","sequence":"additional","affiliation":[{"name":"University of Manchester"},{"name":"University of Leeds"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wendy","family":"Williams","sequence":"additional","affiliation":[{"name":"Jodrell Bank"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yan","family":"Luo","sequence":"additional","affiliation":[{"name":"Peking University"},{"name":"Peking University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lawrence","family":"Rudnick","sequence":"additional","affiliation":[{"name":"University of Minnesota"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andrew M.","family":"Hopkins","sequence":"additional","affiliation":[{"name":"Macquarie University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"O. Ivy","family":"Wong","sequence":"additional","affiliation":[{"name":"CSIRO Space and Astronomy"},{"name":"The University of Western Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Stanislav S.","family":"Shabala","sequence":"additional","affiliation":[{"name":"University of Tasmania"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"name":"the RGZ EMU collaboration","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"56","published-online":{"date-parts":[[2026,10,5]]},"reference":[{"key":"S1743921325104614_ref11","doi-asserted-by":"publisher","DOI":"10.1017\/pasa.2021.42"},{"key":"S1743921325104614_ref2","doi-asserted-by":"publisher","DOI":"10.1093\/mnras\/stad1021"},{"key":"S1743921325104614_ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-032-02232-5_6"},{"key":"S1743921325104614_ref10","doi-asserted-by":"publisher","DOI":"10.1071\/AS11021"},{"key":"S1743921325104614_ref16","doi-asserted-by":"publisher","DOI":"10.22323\/1.267.0008"},{"key":"S1743921325104614_ref13","doi-asserted-by":"publisher","DOI":"10.1093\/mnras\/stad537"},{"key":"S1743921325104614_ref8","unstructured":"Mohan, N. & Rafferty, D. 2015. PyBDSF: Python Blob Detection and Source Finder. Astrophysics Source Code Library, record ascl:1502.007."},{"key":"S1743921325104614_ref3","doi-asserted-by":"publisher","DOI":"10.1017\/pasa.2023.24"},{"key":"S1743921325104614_ref4","doi-asserted-by":"publisher","DOI":"10.1017\/pasa.2023.29"},{"key":"S1743921325104614_ref15","doi-asserted-by":"publisher","DOI":"10.1071\/AS12028"},{"key":"S1743921325104614_ref9","doi-asserted-by":"publisher","DOI":"10.3390\/galaxies9040083"},{"key":"S1743921325104614_ref5","unstructured":"Cutri, R. M. , Wright, E. L. , Conrow, T. , & et al. 2013. Explanatory Supplement to the AllWISE Data Release Products. Explanatory Supplement to the AllWISE Data Release Products, by R. M. Cutri et al."},{"key":"S1743921325104614_ref7","doi-asserted-by":"publisher","DOI":"10.1017\/pasa.2025.10042"},{"key":"S1743921325104614_ref1","unstructured":"Bowles, M. , Tang, H. , Vardoulaki, E. , & et al. 2022, A New Task: Deriving Semantic Class Targets for the Physical Sciences. arXiv e-prints, arXiv:2210.14760."},{"key":"S1743921325104614_ref6","doi-asserted-by":"publisher","DOI":"10.1093\/mnras\/stw641"},{"key":"S1743921325104614_ref12","doi-asserted-by":"publisher","DOI":"10.3390\/galaxies9040085"}],"container-title":["Proceedings of the International Astronomical Union"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.cambridge.org\/core\/services\/aop-cambridge-core\/content\/view\/S1743921325104614","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,10,5]],"date-time":"2026-10-05T13:49:35Z","timestamp":1791208175000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.cambridge.org\/core\/product\/identifier\/S1743921325104614\/type\/journal_article"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8]]},"references-count":16,"journal-issue":{"issue":"S397","published-print":{"date-parts":[[2025,8]]}},"alternative-id":["S1743921325104614"],"URL":"https:\/\/doi.org\/10.1017\/s1743921325104614","relation":{},"ISSN":["1743-9213","1743-9221"],"issn-type":[{"value":"1743-9213","type":"print"},{"value":"1743-9221","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,8]]},"assertion":[{"value":"\u00a9 The Author(s), 2026. Published by Cambridge University Press on behalf of The International Astronomical Union","name":"copyright","label":"Copyright","group":{"name":"copyright_and_licensing","label":"Copyright and Licensing"}}]}}