Aplicación de la Convención sobre la Protección y Promoción de la Diversidad de las Expresiones Culturales en la era digital
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
This report examines the impact of digital technologies on the way the diversity of cultural expressions is evolving. While digital technologies offer extraordinary possibilities for enriching the diversity of cultural expressions, they also increase the risk of certain cultures remaining on the sidelines. This study, however, rejects the idea of amending the 2005 Convention on the protection and promotion of the diversity of cultural expressions. The instrument implicitly conforms to the principle of technological neutrality. Allowing the Parties to take the particularities of the digital cultural ecosystem into account when they adopt policies and measures to protect and promote the diversity of cultural expressions. It proposes a number of topics for discussion with a view to adapting the implementation of the 2005 Convention to the particularities of the digital environment. This report calls on the Parties to react promptly to the new challenges posed by the reality of the digital world when implementing the 2005 Convention. It also invites the Parties to reject any form of compartmentalized discussions and to favour an open approach in order to take into account the way digital technologies are influencing the evolution of other legal instruments, notably trade agreements, whose e-commerce provisions may have an impact on the diversity of digital cultural expressions.
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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.000 | 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