Como lo fazen agora. Sobre los mecanismos de actualización en la General estoria
Bibliographic record
Abstract
Este trabajo, de corte descriptivo e interpretativo, ofrece un primer acercamiento a los mecanismos de actualización que están presentes en la General estoria de Alfonso X el Sabio. Para ello, primero se presenta el concepto de actualización y se resumen los aspectos más relevantes para su estudio en este texto medieval. Después, la noción se ejemplifica con toda una serie de casos de la obra, en relación a determinados eventos históricos, lugares, costumbres, creencias religiosas, prácticas y propiedades del pasado que se actualizan en el presente, esto es, en el ahora medieval de la época. Entre estos mecanismos destaca la construcción comparativa «como lo fazen agora», los diversos usos del verbo fazer y el adverbio agora, así como otros sintagmas del tipo «en Castilla» y «en España».
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.004 | 0.013 |
| Scholarly communication | 0.006 | 0.005 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.005 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".