MétaCan
Menu
Back to cohort

Hungarian Hopes for Ottoman Protection and Habsburg Fears: Pál Szepessy’s Mission to Grand Vizier Ahmed Köprülü (July 1671)

2025· article· en· W4410984175 on OpenAlexvenueno aff
Georg Michels

Bibliographic record

VenueHungarian Studies Review · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCentral European and Russian historical studies
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceAncient historyHistory

Abstract

fetched live from OpenAlex

Abstract Hungarian efforts to solicit Ottoman military help against the Habsburg Empire have not received much scholarly attention. The meeting of Calvinist noble Pál Szepessy with Grand Vizier Ahmed Köprülü, the ruler of the Ottoman Empire, reveals that Hungarian Protestants, faced with the Counter-Reformation and military occupation, opted for the Ottomans as more tolerant and more humane overlords. Szepessy did not share the Turkophobia of Christian Europe—he perceived the Muslim Turks as divinely appointed agents of justice and liberation. The Szepessy-Köprülü encounter and its consequences were closely followed by Habsburg intelligence; Vienna feared that an Ottoman invasion of Hungary was imminent.

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.

How this classification was reachedexpand

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)0.001
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.498
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0020.000
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 head0.078
GPT teacher head0.381
Teacher spread0.303 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueHungarian Studies ReviewSame topicCentral European and Russian historical studiesFrench-language works237,207