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Record W4384296629 · doi:10.1007/s12109-023-09957-x

Publishing Trends in Political Science: How Publishing Houses, Geographical Positions, and International Collaboration Shapes Academic Knowledge Production

2023· article· en· W4384296629 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenuePublishing Research Quarterly · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicPolitical Science Research and Education
Canadian institutionsnot available
FundersNemzeti Közszolgálati Egyetem
KeywordsPublishingInternationalizationPoliticsChinaScopusPolitical scienceLatin AmericansLibrary scienceSocial scienceRegional scienceSociologyLawEconomicsInternational trade

Abstract

fetched live from OpenAlex

Abstract Even though political science is one of the most extensive research fields within the social sciences, there is little scholarly knowledge about its publishing trends and the internationalization of the discipline. This paper analyzes international publishing by taking a close look at publishers, Scopus-indexed journals, articles, and author collaboration networks. The results show that the number of political science journals almost tripled between 2000 and 2022. Our descriptive analysis also reveals that only a few Western commercial international publishers, and Taylor & Francis in particular, dominate the publication of political science journals, and Western authors account for the majority of both academic papers and citations. Additionally, our research explores that the most prolific country in terms of publication within political science is still the United States, but the BRICS countries, especially India, Russia, and China, have achieved remarkable growth in their publication outputs. Finally, our network analysis suggests that the United States, the United Kingdom, Canada, and Australia occupy central positions in international collaborations among political scientists, but Asian, Eastern European and Latin-American regional networks have been developing in the last decade.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.055
metaresearch head score (Gemma)0.085
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Bibliometrics, Science and technology studies, Scholarly communication, Research integrity
Consensus categoriesMetaresearch, Science and technology studies, Scholarly communication
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.603
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0550.085
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0070.022
Science and technology studies0.0030.003
Scholarly communication0.0580.071
Open science0.0020.000
Research integrity0.0000.003
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.127
GPT teacher head0.471
Teacher spread0.344 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it