Gandia en temps de Jaume II: de Vila Reial a Senyoriu
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
Després d’un any tan carregat de celebracions al voltant de la figura de Sant \nFrancesc de Borja i del ducat Borja de Gandia, després del cúmul d’actes i \ndels extraordinaris focs d’artifici que els han acompanyat, no ens vindria malament tornar a la normalitat per tal d’ajustar la mirada a la importància real \ndels fets. D’ací a un any, el 2012, farà 600 anys de la mort del primer duc de \nGandia —el primer de veritat, no el primer dels Borja—, Alfons d’Aragó, més \nconegut com Alfons el Vell, fill de Pere de Ribagorça i nét del rei Jaume II, que \nva heretar el senyoriu de Gandia atorgat pel seu avi a son pare el 1323. Caldria \nque algú se’n recordara, ja que sembla que l’interès per la història i els seus \npersonatges més destacats necessita celebracions o aniversaris
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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