Expert Meeting on the 20th Anniversary of UNESCO's Memory of the World Programme
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 meeting of experts in Warsaw is one of the activities marking the 20th anniversary of the Memory of the World (MoW) program. The events started on 1 April and were held throughout 2012, including a MoW Exhibition at the UNESCO headquarters that focused on items that are listed on MoW Register (national, regional, and international) and an international conference held 26–28 September 2012 in Vancouver, Canada, on Memory of the World in the Digital Age: Digitization and Preservation. The challenges and solutions relating to the impact of the technological advances for the preservation and accessibility of the documentary heritage have occupied the attention of UNESCO for some time, culminating in the adoption of the Charter on the Preservation of the Digital Heritage by the 32nd session of the General Conference of UNESCO on 17 October 2003.
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 | 0.000 | 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 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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