Ministriles forzados y esclavos en la galera real (1572-1591)
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
En el último cuarto del siglo XVI, distintos grupos de ministriles forzados y esclavos, constituidos por un número variable de instrumentistas de diferentes procedencias, estarán al servicio de la galera real, emblema marítimo de la magnificencia y el poder monárquico español. Como conjunto independiente del formado por las trompetas y atabales, tañerán un variado repertorio, sacro y profano, con una gran diversidad de instrumentos musicales. In the last quarter of the 16th century, different groups of slave minstrels, made up of a variable number of instrumentalists of different origins, were at the service of the royal galley, a maritime emblem of the magnificence and power of the Spanish monarchy. As an ensemble independent of the trumpets and drums, they will play a varied repertoire, both sacred and secular, with a wide range of musical instruments.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.005 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.047 | 0.010 |
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