{"id":14612,"date":"2025-03-26T21:31:31","date_gmt":"2025-03-26T21:31:31","guid":{"rendered":"https:\/\/dailyai.com\/?p=14612"},"modified":"2026-10-25T14:51:00","modified_gmt":"2026-10-25T14:51:00","slug":"ai-stirs-up-trouble-in-the-science-peer-review-process","status":"publish","type":"post","link":"https:\/\/dailyai.com\/fr\/2025\/03\/ai-stirs-up-trouble-in-the-science-peer-review-process\/","title":{"rendered":"L'IA s\u00e8me la zizanie dans le processus d'\u00e9valuation par les pairs en sciences"},"content":{"rendered":"

L\u2019\u00e9dition scientifique face \u00e0 une question de plus en plus provocatrice\u00a0: que faire de l\u2019IA dans l\u2019\u00e9valuation par les pairs\u00a0?\u00a0<\/strong><\/p>\n

L\u2019\u00e9cologiste Timoth\u00e9e Poisot a r\u00e9cemment re\u00e7u un compte rendu manifestement g\u00e9n\u00e9r\u00e9 par ChatGPT. Le document comportait la phrase suivante, r\u00e9v\u00e9latrice\u00a0: \u201c\u00a0Voici une version r\u00e9vis\u00e9e de votre compte rendu, plus claire et mieux structur\u00e9e.\u00a0\u201d\u00a0<\/span><\/p>\n

Poisot \u00e9tait furieux. \u201c Je soumets un manuscrit \u00e0 l\u2019\u00e9valuation par les pairs dans l\u2019espoir d\u2019obtenir des commentaires \u201d, s\u2019est-il indign\u00e9 dans un article de blog. \u201c Si cette condition n\u2019est pas remplie, tout le principe de l\u2019\u00e9valuation par les pairs s\u2019effondre. \u201d<\/span><\/p>\n

L'exp\u00e9rience de Poisot n'est pas un cas isol\u00e9. <\/span>\u00e9tude r\u00e9cente<\/span><\/a> Une \u00e9tude publi\u00e9e dans Nature a r\u00e9v\u00e9l\u00e9 que jusqu'\u00e0 17% des \u00e9valuations d'articles de conf\u00e9rences sur l'IA en 2023-24 pr\u00e9sentaient des signes de modification substantielle par les mod\u00e8les de langage. <\/span><\/p>\n

Et dans un autre <\/span>Enqu\u00eate sur la nature<\/span><\/a>, Pr\u00e8s d'un chercheur sur cinq a admis utiliser l'IA pour acc\u00e9l\u00e9rer et faciliter le processus d'\u00e9valuation par les pairs.<\/span><\/p>\n

Nous avons \u00e9galement constat\u00e9 quelques cas absurdes de ce qui se produit lorsque du contenu g\u00e9n\u00e9r\u00e9 par l'IA \u00e9chappe au processus d'\u00e9valuation par les pairs, con\u00e7u pour garantir la qualit\u00e9 de la recherche.\u00a0<\/span><\/p>\n

En 2024, un <\/span>article publi\u00e9 dans Frontiers<\/span><\/a> Une revue, qui explorait des voies de signalisation cellulaire tr\u00e8s complexes, contenait des diagrammes bizarres et absurdes g\u00e9n\u00e9r\u00e9s par l'outil artistique d'IA Midjourney.\u00a0<\/span><\/p>\n

Une image repr\u00e9sentait un rat difforme, tandis que d'autres n'\u00e9taient que des tourbillons et des gribouillis al\u00e9atoires, remplis de texte incompr\u00e9hensible.<\/span><\/p>\n

\"\"
Ce diagramme absurde g\u00e9n\u00e9r\u00e9 par une IA est apparu dans l'article \u00e9valu\u00e9 par des pairs Frontiers en 2024. Source : Frontiers.<\/figcaption><\/figure>\n

Sur Twitter, les internautes \u00e9taient constern\u00e9s qu'une figure aussi manifestement erron\u00e9e ait pu passer l'\u00e9valuation par les pairs. \u201c\u00a0Comment la figure 1 a-t-elle pu \u00eatre valid\u00e9e par les pairs\u00a0?!\u00a0\u201d s'est interrog\u00e9 l'un d'eux.\u00a0<\/span><\/p>\n

En substance, il existe deux risques : a) l'utilisation de l'IA par les pairs pour examiner le contenu, et b) le contenu g\u00e9n\u00e9r\u00e9 par l'IA qui passe \u00e0 travers tout le processus d'\u00e9valuation par les pairs.\u00a0<\/span><\/p>\n

Les \u00e9diteurs r\u00e9agissent \u00e0 ces probl\u00e9matiques. Elsevier a purement et simplement interdit l'utilisation de l'IA g\u00e9n\u00e9rative dans l'\u00e9valuation par les pairs. Wiley et Springer Nature autorisent une \u201c\u00a0utilisation limit\u00e9e\u00a0\u201d sous r\u00e9serve de divulgation. Quelques institutions, comme l'American Institute of Physics, testent avec prudence des outils d'IA pour compl\u00e9ter \u2013 et non remplacer \u2013 l'avis humain.<\/span><\/p>\n

Cependant, l'attrait de l'IA g\u00e9n\u00e9rale est fort, et certains per\u00e7oivent ses avantages lorsqu'elle est utilis\u00e9e judicieusement. Une \u00e9tude de Stanford a r\u00e9v\u00e9l\u00e9 que 401\u00a0000 scientifiques estimaient que les \u00e9valuations de leurs travaux par ChatGPT pouvaient \u00eatre aussi utiles que celles r\u00e9alis\u00e9es par des humains, et m\u00eame 201\u00a0000 plus utiles.<\/span><\/p>\n

\"\u00e9valuation
Les chercheurs r\u00e9agissent souvent positivement aux \u00e9valuations par les pairs g\u00e9n\u00e9r\u00e9es par l'IA. Source\u00a0: Nature<\/figcaption><\/figure>\n

Le monde universitaire s'est articul\u00e9 autour de l'intervention humaine pendant un mill\u00e9naire, la r\u00e9sistance est donc forte.\u00a0<\/span>\u201c Ne pas lutter contre les \u00e9valuations automatis\u00e9es revient \u00e0 baisser les bras \u201d, a \u00e9crit Poisot. <\/span><\/p>\n

L'int\u00e9r\u00eat m\u00eame de l'\u00e9valuation par les pairs, selon de nombreux experts, r\u00e9side dans le retour d'information de pairs \u2013 et non dans une validation algorithmique automatique.<\/span><\/p>","protected":false},"excerpt":{"rendered":"

Scientific publishing in confronting an increasingly provocative issue: what do you do about AI in peer review?\u00a0 Ecologist Timoth\u00e9e Poisot recently received a review that was clearly generated by ChatGPT. The document had the following telltale string of words attached: \u201cHere is a revised version of your review with improved clarity and structure.\u201d\u00a0 Poisot was incensed. “I submit a manuscript for review in the hope of getting comments from my peers,” he fumed in a blog post. “If this assumption is not met, the entire social contract of peer review is gone.” Poisot’s experience is not an isolated incident. A<\/p>","protected":false},"author":2,"featured_media":15538,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[],"class_list":["post-14612","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry"],"yoast_head":"\nAI stirs up trouble in the science peer review process | DailyAI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/fr\/2025\/03\/ai-stirs-up-trouble-in-the-science-peer-review-process\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI stirs up trouble in the science peer review process | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Scientific publishing in confronting an increasingly provocative issue: what do you do about AI in peer review?\u00a0 Ecologist Timoth\u00e9e Poisot recently received a review that was clearly generated by ChatGPT. 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