НАХОДКИ ИЗ НЕНЕЦКОЙ СВЯЩЕННОЙ НАРТЫ В БАССЕЙНЕ р. БОЛЬШАЯ ХЕТА НА ПОЛУОСТРОВЕ ТАЙМЫР
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
The article presents the investigation results by the archaeological and ethnographic expedition from the Institute of Northern Development, Russian Academy of Sciences, Siberian Division, on the territory of Taimyr Peninsula. Subject to analysis being a set of articles obtained from the Nenets sacred sledge dated by the time period from the XVIIth century to the first quarter of the XX century. The articles were accumulated and put into the sacred sledge during a long time, with every keeper adding certain valuables. Part of the articles was made by the Nenets themselves, while some of those fell into the keepers hands through changing and purchasing. Also, basing on literary data as well as on the finding from the sacred sledge, the authors singled out a series of plates with a complex multi-figured plot, popular in Siberia in the XVII century.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.005 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.015 | 0.003 |
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