Unrequited Love? The Hungarian Democrats' Relations with the Czechoslovak Authorities (1919-1932)
Bibliographic record
Abstract
This paper defines the main objectives, stages, and the dynamics of the secret cooperation of the democratic Hungarian opposition, hostile to the Horthy regime, with the government of Czechoslovakia. It focuses on the Prague's contacts with Hungary's Octobrists, social democrats (active both within the country and in exile) and liberals. The paper covers mostly the period of the so-called consolidation of the Horthy regime, carried out under the leadership of Prime Minister István Bethlen. Our research concludes that the struggle of the democratic opposition against the Horthy-Bethlen regime was consistently encouraged by Czechoslovak political and diplomatic circles. The collaboration between anti-Horthyist groups and Prague was particularly intense in 1919–1921 and in 1930–1931. Our study utilises hitherto unknown documents from archives in Prague and Budapest, to re-evaluate the causes of interwar tensions between Hungary and Czechoslovakia — beyond their disputes over borders and disagreements over the treatment of minorities.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.002 | 0.004 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".