Model performance evaluation
Each of the models listed in Section 2.2.1. was tasked with predicting the CEFR levels using the training sets, which is a classification task. This was always done twice: once for a broader three-level distinction…
Category: Social Sciences
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How the four-day working week could affect health
Gomes, P. Friday is the New Saturday: How a Four-day Working Week will Save the Economy (Flint, 2021).
Fan, W., Schor, J. B., Kelly, O. & Gu, G. Nat. Hum. Behav. https://doi.org/10.1038/s41562-025-02259-6 (2025).
Schiller, H. et al. Scand. J. Work…
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Self-directed music play to improve executive function in young children using NIRS
Participants
Children were recruited from a nursery school in Japan. Of the five classes of 3-year-old children, two classes were assigned to the music play group, and three to the control group. This study included 27 children in the music play…
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Energy transition and environmental sustainability: the interplay with natural resource rents and trade openness
Adams D, Adams K, Ullah S et al. (2019) Globalisation, governance, accountability and the natural resource ‘curse’: Implications for socio-economic growth of oil-rich developing countries. Resour Policy 61:128–140.
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An experimental online study on the impact of negative social media comments on anxiety and mood
Petrosyan, A. Number of internet and social media users worldwide as of July 2024 [Chart]. Statista. https://www.statista.com/statistics/617136/digital-population-worldwide/#statisticContainer (2024).
Tran, R. Technology and the Arab spring:…
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Using elderly privilege program and positive attitudes toward aging among Chinese older adults: the mediating role of support from adult children
Theoretical framework
Social support theory posits that social networks can provide individuals with emotional, material, and informational support when facing pressure and challenges in life, enhancing mental well-being through both direct and…
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A systematic review of computational modeling of interpersonal dynamics in psychopathology
Heider, F. Social perception and phenomenal causality. Psychol. Rev. 51, 358–374 (1944).
Fonagy, P. Thinking about thinking: some clinical and theoretical considerations in the treatment of a…
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Learning outcomes and evaluation metrics for training researchers to engage in science policy
In conducting a review of relevant literature, we focused on academic and professional fields that have as their purview the education and training of individuals, whether in an individual or organizational capacity, to engage in policy and…
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Disciplinary English reform and practices of undergraduate program in response to cultivation of interdisciplinary elites in China
Ahlsén E (2006) Introduction to neurolinguistics. John Benjamins Publishing Company, Amsterdam, Philadelphia
Airey J (2016) EAP, EMI or CLIL? In: Hyland K, Shaw P (eds) The Routledge handbook…
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