Leveraging on large language model to classify sentences: a case study applying STAGES scoring methodology for sentence completion test on ego development

Leveraging on large language model to classify sentences: a case study applying STAGES scoring methodology for sentence completion test on ego development

IntroductionThe emergence of artificial intelligence and the widespread availability of large language model open the door to text analysis at scale leveraging on complex classification instructions. This case study explores the possibility of using available large language models to measure ego dev...

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Bibliographic Details
Main Author: Xavier Bronlet
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-02-01
Series:Frontiers in Psychology
Subjects:
large language model
automated classification
ego development
Cohen’s kappa
methods
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2025.1488102/full
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