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    From digital traces to public vaccination behaviors: leveraging large language models for big data classification by Yoo Jung Oh, Muhammad Ehab Rasul, Emily McKinley, Christopher Calabrese

    Published 2025-07-01
    “…Using GPT-4o-mini with fine-tuning for classification, about 9.84% of the posts (N = 36,912) included personal behavior related to getting the COVID-19 vaccine while a majority of posts (71.45%; N = 267,930) included information sharing about the virus. …”
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    Rusyfikacja obsady personalnej organów zarządu gubernialnego Królestwa Polskiego w latach 1867-1915 by Grzegorz Smyk

    Published 1999-12-01
    “…Pour des raisons politiques les Polonais n’étaient pas admis, en tant que fonctionnaires, aux postes supérieurs c'est-a-dire de gouverneurs ou de vice-gouverneurs. …”
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    Pandemics, Protests, and Publics by Sarah Shugars, Adina Gitomer, Stefan McCabe, Ryan J. Gallagher, Kenneth Joseph, Nir Grinberg, Larissa Doroshenko, Brooke Foucault Welles, David Lazer

    Published 2021-04-01
    “…However, there is much that scholars do not know about the basic mechanisms of public discourse on Twitter, including the prevalence of various modes of communication, the types of posts users make, the engagement those posts receive, or how these things vary with user demographics and across different topical events. …”
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    Content of Regional Library Communities on the VKontakte Social Network by N. A. Stepanova

    Published 2024-05-01
    “…Social networks are one of the platforms for posting official content and interacting with users, as well as providing remote access to information resources. …”
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