Are the Gottschee Germans in Diaspora a Part of Slovene Emigration?
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
Abstract Slovene nationalism has developed along the lines of the so-called Eastern nationalisms, which are characterised by their understanding of culture and ethnicity as the fundamental unifying element of a nation. Accordingly, the prevailing view is that the Slovene nation and Slovene emigration are based on Slovene ethnic origin and the Slovene language, wherefore the members of other ethnic groups (Germans, Hungarians, Jews, etc.) are excluded from the concept of Slovene nationhood or Slovene emigration, despite their longstanding presence in the territory of the Republic of Slovenia. Indeed, the question arises; if they do not belong to Slovene emigration, to whose emigration do they belong? Based on the civic (voluntaristic, territorial) understanding of the nation and field research conducted among the Gottscheer diaspora in the USA, Canada, Austria and Germany, I analyse the problem described in the case of Gottschee Germans.
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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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it