Running With Scissors? Integrating GPT Models Into Public Policy Research
ABSTRACT The integration of large language models (LLMs) into public policy research presents both exciting opportunities and methodological challenges. This research note explores how OpenAI's GPT can be used to semi‐automate the annotation of legislative testimony within the Advocacy Coalition Framework, focusing on emotion‐belief dyads.
Giulia Mariani, Allegra H. Fullerton
wiley +1 more source
[Effect of astragaloside IV on osteogenic differentiation of BMSCs in osteoporotic rats via regulation of miR-21 and inhibition of the Notch signaling pathway]. [PDF]
Xiao J, Liu X, Huang J, Dou B.
europepmc +1 more source
ABSTRACT This study explores environmental justice issues in coastal food systems, focusing on conflicts between small‐scale fisheries and the energy sector due to differing goals in managing food and energy sources. It does so by examining the interdependence between institutions, policies, and different types of knowledge; key elements in building ...
Mateus Henrique Amaral +6 more
wiley +1 more source
[Different concentrations of adapalene induce differentiation and apoptosis of SH-SY5Y cells]. [PDF]
Liu NN +4 more
europepmc +1 more source
Identical Platform, Divergent Publics: Sweden and Finland During the 2022 NATO Crisis
ABSTRACT Digital platforms are often theorized as universal drivers of political polarization, yet empirical patterns remain inconsistent across countries. Leveraging the natural‐experiment logic of Sweden's and Finland's simultaneous 2022 NATO applications and the NATO–Turkey diplomatic crisis, this study examines how national political cultures ...
Selcen Ozturkcan
wiley +1 more source
[Well-differentiated papillary mesothelial tumour of the tunica vaginalis: A case report]. [PDF]
Fang Y +5 more
europepmc +1 more source
ABSTRACT Digital communication has facilitated freedom of expression in various contexts worldwide. Digitalized communication is a form of expression that has become the norm worldwide despite cybercrime and other challenges. Communication preferences for social media determine attitudes to reporting crime.
Nomsa Ingrid Zikalala
wiley +1 more source
[NIP7 upregulates the expression of ubiquitin-conjugating enzyme E2 C to promote tumor growth in anaplastic thyroid cancer]. [PDF]
Gong Y, Fang Z, Wang Y, Ge M, Pan Z.
europepmc +1 more source
ABSTRACT Groundwater depletion is a major challenge in semiarid, hard‐rock regions where irrigation demands often exceed natural recharge. This study evaluates the effectiveness of farm‐scale recharge pits as a local, supplementary, and community‐managed groundwater recharge solution in the Dharta catchment of Rajasthan, India. Alongside check dams and
Prahlad Soni +4 more
wiley +1 more source
Bioactive glass 45S5 promotes odontogenic differentiation of apical papilla cells through autophagy. [PDF]
Liu W, Su C, Cui C.
europepmc +1 more source

