«ЛОВУШКА» НА ПУТИ ИЗУЧЕНИЯ РАННЕГО ЭТНОГЕНЕЗА МОЛДАВАН: ПО СЛЕДАМ ИССЛЕДОВАНИЙ СОВЕТСКИХ УЧЕНЫХ
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
Статья посвящена проблеме изучения раннего этногенеза молдаван. Авторы показывают, какую лепту в историографию вопроса в свое время внесли труды советских исследователей — историков, этнографов, археологов, лингвистов, работавших в Кишинёве и в Москве. The article is devoted to the problem of studying the early ethnogenesis of Moldavians. The authors show what contribution to the historiography of the issue at the time was made by the works of Soviet researchers — historians, ethnographers, archaeologists, linguists who worked in Kishinev and Moscow.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.003 | 0.003 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.020 | 0.027 |
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