2026-10-07T22:27:31Z https://api.figshare.com/v2/oai

oai:figshare.com:article/33457084 2026-09-28T09:13:40Z category_25483 item_type_3 month_year_09_2026

Independent back-translation review of machine-translated interface text (98 strings, 15 languages, August 2026) Bao L. Zhou (24672349) International business China supplier verification business registry open data <p>A dated second-model review flagged 11 of 98 strings (11.2%) on 12 August 2026. The frame includes 14 non-English languages and English, across 42 interface strings and 56 registry-status glosses. Five flags were classified as terminology, three as grammar or voice, and three as meaning precision. Eight were recorded as corrected and three as accepted drift. The flags are not independently verified errors. The public CSV contains totals, not individual strings or native-speaker adjudication. The reviewer was given the intended English meaning, so this was not a blind test; using a different model does not establish statistical independence. The historical archive title is retained for citation continuity. No buyer harm or current deployment outcome was measured.</p><p>Method, limits and the landing page: <a href="https://currawongweb.com/research/#machine-translation-review">https://currawongweb.com/research/#machine-translation-review</a></p><p>Correction prepared 28 September 2026. See the accompanying correction note; the original measurement date is retained.</p> 2026-09-28T09:13:40Z Dataset Dataset 10.6084/m9.figshare.33457084.v2 https://figshare.com/articles/dataset/Independent_back-translation_review_of_machine-translated_interface_text_98_strings_15_languages_August_2026_/33457084 CC BY 4.0