The shipbuilders of the Royal Shipyard of Barcelona during the 16th century
Bibliographic record
Abstract
En l’enfrontament cristià-musulmà al Mediterrani durant el segle XVI en el qual la Monarquia Hispànica va tenir un paper protagonista, les galeres van ser l’element clau. Aquests bucs es van reinventar per adaptar-se a les noves formes de fer la guerra i per això van poblar com mai abans les aigües del Mediterrani. Aquest tema d’estudi ha estat sempre molt popular entre els investigadors, els quals s’hi han acostat i l’han enfocat des dels punts de vista més diversos. Malgrat això —i exceptuant el cas venecià—, se sap relativament poc dels artesans que s’encarregaven de construir les galeres, i el buit informatiu és especialment greu quan posem l’atenció a Barcelona. Les Drassanes Reials de Barcelona —la principal fàbrica de galeres de la Monarquia— han estat tradicionalment mal interpretades i poc estudiades pel que fa als segles moderns i aquesta és la situació que la recerca que persegueixo pretén revertir
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How this classification was reachedexpand
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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.005 | 0.006 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".