{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,4]],"date-time":"2025-12-04T12:10:24Z","timestamp":1764850224444,"version":"3.46.0"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643686387","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,12,2]],"date-time":"2025-12-02T00:00:00Z","timestamp":1764633600000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,12,2]]},"abstract":"<jats:p>This study introduces Pro-Judice, a benchmark to assess how large language models align with procedural fairness in judicial contexts. Using criminal case data from China and US legal traditions, it reveals that models\u2019 procedural fairness perceptions vary by legal context of test dataset, model architecture and version differences, and dataset-model interaction.<\/jats:p>","DOI":"10.3233\/faia251616","type":"book-chapter","created":{"date-parts":[[2025,12,4]],"date-time":"2025-12-04T12:05:39Z","timestamp":1764849939000},"source":"Crossref","is-referenced-by-count":0,"title":["Pro-Judice: Aligning LLMs with Procedural Fairness in Judicial Contexts"],"prefix":"10.3233","author":[{"given":"Qingjing","family":"Chen","sequence":"first","affiliation":[{"name":"Alma AI, Faculty of Law, University of Bologna, Italy"}]},{"given":"Rongxin","family":"Cheng","sequence":"additional","affiliation":[{"name":"School of Law, Institute for AI and Law, Tsinghua University, China"}]},{"given":"Yan","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Law, Institute for AI and Law, Tsinghua University, China"}]},{"given":"Siyuan","family":"Zheng","sequence":"additional","affiliation":[{"name":"Shanghai Jiao Tong University, China"}]},{"given":"Antonino","family":"Rotolo","sequence":"additional","affiliation":[{"name":"Alma AI, Faculty of Law, University of Bologna, Italy"}]},{"given":"Yun","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Law, Institute for AI and Law, Tsinghua University, China"}]},{"given":"Weixing","family":"Shen","sequence":"additional","affiliation":[{"name":"School of Law, Institute for AI and Law, Tsinghua University, China"}]}],"member":"7437","container-title":["Frontiers in Artificial Intelligence and Applications","Legal Knowledge and Information Systems"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/FAIA251616","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,4]],"date-time":"2025-12-04T12:05:40Z","timestamp":1764849940000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/FAIA251616"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,2]]},"ISBN":["9781643686387"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/faia251616","relation":{},"ISSN":["0922-6389","1879-8314"],"issn-type":[{"value":"0922-6389","type":"print"},{"value":"1879-8314","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,12,2]]}}}