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
Se revisa desde sus numerosas posibilidades interpretativas el ambiguo enunciado de la comunicación, pasando luego a dar un repaso al estado de la cuestión, historiográficamente hablando, y dar cuenta de las reflexiones ajenas y propias que el concepto mismo de novela del exilio ha suscitado y seguirá suscitando, y ampliándolo con las nociones de novela exiliada y de exilio interior. Se plantea y examina igualmente el problema de las relaciones entre la novela del exilio y la del interior, y el de los efectos de esta separación durante el franquismo, así como el del examen crítico a que mutuamente se sometieron. Y se concluye defendiendo la necesidad de acabar a corto plazo en la historiografía con el mantenimiento de las divisiones a la hora de estudiar ese vasto conjunto que es la novela española desde 1936 hasta 1975
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) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 0.001 |
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