The Spanish Regulations for Shipbuilding (Ordenanzas) of the Seventeenth Century
Bibliographic record
Abstract
Spanish shipbuilding and navigation reached a peak during the 17th century. The need to communicate the ports of the Empire, to convey goods across the Atlantic and the Pacific added to the need to defend the atlantic and mediterranean fronts in Europe and North Africa. Private, merchant ships were strategically important and they were frequently armed by the Crown to join the few ships built at its expense. Philip II had started the technical approach to shipbuilding with the galeons that joined the Armada in 1588. The Ordenanzas of 1607 were a consequence of that approach and represent a pioneer effort to define forms and dimensions. The lessons learned from its application were incorporated in the Ordenanzas of 1618 that remained as the official regulation for all Spanish shipbuilding in all the Empire. The development of the navies in France, Holland and England, the behavior of their ships in combat and their presence in the West Indies influenced the modifications of the Ordenanzas in the last quarter of the century and opened the way for the construction of the largest ships in the 17th century. The technical content and the meaning of the Ordenanzas along the century will be analyzed with reference to contemporary developments in other European navies.
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.006 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 0.002 |
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".