Dall'eccezione alla diversità culturale: ministoria di una sfida per l'Europa
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
From «cultural exception» to «cultural diversity»: since thirty years the confrontation on cultural hegemony is one of the main topic dividing Europe from the US, and the usual battlefields are UNESCO and the WTO. Europe cannot accept the American cultural industry as its model, because the European Union is based on «cultural diversity» as the precondition for its political and economic integration. In the battle for «Cultural diversity Treaty» within UNESCO, Europe and Canada have been able to build an alliance with the South of the world, leaving alone the US: but the aims of the members of such coalition were not the same, as, along with the protection of cultural identities, the relevance of the Convention in fostering «intercultural dialogue» was gaining ground. The diverging expectations raised within regions, countries and vested interests now arise when the Treaty has to enter into force. The endeavour of its implementation in the countries daily life will be triple for the European Union, where also a European identity has to be build, besides the global and the national one. European integration is recognized as a laboratory, that could go beyond «forced integration» and «multiculturalism as the addition of separate communities». The future could bring us «dynamic and integrative cultural identities»: European cinema and TV are already gone far away along this path.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 0.032 |
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