ESTŲ DIASPOROS KULTŪRINIO PAVELDO TINKLAI: PASTANGOS IR PATIRTIS
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
Estonian National MuseumVeski 32, 51014 Tartu, EstoniaE-mail: piretnoorhani@gmail.comAfter leaving the homeland at times of World War II Estonians started collecting their cultural heritage. Special archives and libraries were organized in Australia, Sweden, USA and Canada, some of them, still active. Since the end of 1980s memory institutions in Estonia also have been collecting the cultural heritage of expatriates. Large collections have been formed and a lot of research has been done by them. Numerous contacts and cooperation projects have been developed between the archivists, librarians and museologist in Estonia and world wide Estonian communities. The article gives an account of our experience and discusses the further possibilities for networking the cultural heritage of both the Estonian and the Baltic Diasporas
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 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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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) | 0.001 | 0.001 |
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