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Record W7135075722 · doi:10.1353/ser.2025.a985353

45 Years of Serbian Studies : A Short History of the Journal

2025· article· en· W7135075722 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

VenueSerbian studies · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicComparative and World Literature
Canadian institutionsnot available
Fundersnot available
KeywordsSerbianFocus (optics)Period (music)Literary criticismNationalism

Abstract

fetched live from OpenAlex

Abstract: This paper offers an overview and analysis of the significance of the Serbian literary and cultural journal Serbian Studies , published in English since 1980 in Washington, DC, by the North American Society for Serbian Studies. It is the official publication of an association of Serbian intellectuals in the American diaspora, founded in 1978 with the aim of advancing research and promoting identity-based knowledge about Serbian literature, history, and culture. Its membership covers a broad academic network of scholars in the United States, Canada, Australia, and Europe, specializing in Slavic, Balkan, and Eurasian studies. After reviewing different stages in the journal’s history and development—the 1980s and 1990s—we draw attention to important turning points in its editorial policy, as well as to its role in acquainting American and international audiences with Serbian literature and culture. Special focus is given to works in literary history and literary theory published in the journal. Alongside the analysis of Serbian Studies , we also highlight the importance of its initiator—the North American Society for Serbian Studies in Washington, DC—and of its publisher, Slavica Publishers.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.445
Threshold uncertainty score0.345

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.085
GPT teacher head0.310
Teacher spread0.225 · 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