Nordic National Museums Strengthening Arctic Heritage
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
Nordic national cultural history museums are linked with Arctic societies due to the shared heritage of substantial museum collections. We share concerns to re-vitalize, preserve and exchange knowledge on this heritage. Thanks to a grant from NMR’s The Nordic region and its neighbors to the west the National Museum (DK) in partnership with the Museum of Cultural History (NO) in 2017-19 successfully executed the project Arctic heritage in Nordic museums. Strengthening Arctic efforts in Nordic national museums. This volume presents recommendations within the project’s three major fields: 1) Intensified collaboration on digital strategies and heritage perspectives with Canadian Inuit organizations, 2) a comprehensive and critical analysis of digital databases of cultural institutions in the ABM sector, 3) the constitution of a feasible and sustainable Nordic Cross-Arctic Museum Network.
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 | 0.000 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.011 | 0.005 |
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