アカデミックな科学論文を書くのに ChatGPT を使う人はほとんどいない (まだ)
Heather Desaire1, Madeline Isom1, David Hua1
1Department of Chemistry, University of Kansas, Lawrence, KS 66045, USA.
まとめ
科学論文におけるChatGPTの非公開使用は低い,導入では1〜3%と推定される. ほとんどの科学者はAIを後期的な執筆のために避け,主流のジャーナルにAIの影響が限られていることを示しています.
科学分野:
- 科学出版
- 研究における人工知能
- 学問的な誠実さ
背景:
- ChatGPTを含むジェネラティブAIの急速な進歩は,科学的執筆における未開示の潜在的使用に関する懸念を提起しています.
- 以前の人工知能で生成されたテキストを検出する方法は 明らかに言語的なマーカーに依存しており 複雑なAIの書き方には存在しない可能性があります
研究 の 目的:
- 科学論文の紹介文で公表されていないChatGPTの使用率を定量化する.
- 主流の科学雑誌に 影響を与えているかを評価する.
主な方法:
- 2023年および2024年初頭に出版された10のMDPIジャーナルから1万9000の科学的紹介を分析するために,スタイリスティックなアプローチが採用されました.
- この方法論は,明示的なAIに関連するフレーズに頼らずに,AIで生成されたテキストを検出することに焦点を当てました.
主要な成果:
- 分析された導入の推定1〜3%は,書き込みまたは重要な編集のために開示されていないChatGPTの使用の証拠を示した.
- 未開示のAI執筆の割合は,選択されたMDPIジャーナルで一貫していました.
- 主流のジャーナルの生成AIによる重大な汚染は検出されなかった.
結論:
- 生成的なAI,特にChatGPTは,科学者の大半が遅い段階の書き込みや編集のためにまだ広く採用されていません.
- この研究は,公表されていない人工知能の文章を 発見した最初の体系的な証拠であり, 研究者による慎重なアプローチを示唆している.
- 現在,科学出版物への AI 統合は限られているようで,科学者はこれらのツールを広く使用することに躊躇しています.
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