Unrequited Love? The Hungarian Democrats' Relations with the Czechoslovak Authorities (1919-1932)
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.
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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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.004 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.002 |
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 it