La tribalizacion de Europa : una defensa de nuestros valores liberales
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
Sinopsis de La tribalización de Europa:<br/>Estudiosa y defensora a ultranza de la UE, Marlene Wind expone en este libro el peligro que supone para el continente europeo la aparición de partidos y movimientos nacionalistas y populistas que, sin valorar la responsabilidad que ello implica, propugnan la independencia de territorios europeos, provocando lo que Wind denomina la «tribalización» o «balcanización» de Europa. Continente este que en unos años será el que menos potencia demográfica tenga en el mundo y, como consecuencia de ello, cualquier acción de disgregación y ruptura repercutirá en su poder y en su supervivencia. Gran conocedora de las incongruencias del discurso independentista, abordará en este trabajo su oposición al proceso soberanista que se está viviendo en Cataluña.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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