This study elaborates a text-based metric to quantify the unique position of stylized scientific research, characterized by its innovative integration of diverse knowledge components and potential to pivot established scientific paradigms. Our analysis reveals a concerning decline in stylized research, highlighted by its comparative undervaluation in terms of citation counts and protracted peer-review duration. Despite facing these challenges, the disruptive potential of stylized research remains robust, consistently introducing groundbreaking questions and theories. This paper posits that substantive reforms are necessary to incentivize and recognize the value of stylized research, including optimizations to the peer-review process and the criteria for evaluating scientific impact. Embracing these changes may be imperative to halt the downturn in stylized research and ensure enduring scholarly exploration in endless frontiers.

翻译：本研究构建了一种基于文本的度量方法，以量化风格化科学研究的独特定位，其特点在于创新性地整合了多样化的知识要素，并具备颠覆既有科学范式的潜力。我们的分析揭示出风格化研究令人担忧的衰减趋势，突出表现为其在引用次数上的相对低估以及同行评审周期的延长。尽管面临这些挑战，风格化研究的颠覆性潜力依然强劲，持续引入开创性的问题与理论。本文主张，必须实施实质性改革以激励并认可风格化研究的价值，包括优化同行评审流程与评估科学影响力的标准。接纳这些变革或将成为遏制风格化研究衰退、确保在无尽前沿领域持续进行学术探索的当务之急。