Bibliographic record
Abstract
Dans le dernier tiers du xvie siècle, Saint-Malo va se différencier de la masse des petits ports de cabotage bretons en construisant des trafics de dimension internationale, vers Terre-Neuve et les marchés méditerranéens, l’Andalousie et les marchés hispano-américains, tout en conservant un lien fort avec le proche marché anglais. Port d’armement majeur avec une flotte croissante de navires bien armés capables de se défendre, Saint-Malo s’affirme aussi comme un véritable pôle marchand, appuyé sur son statut de port-franc, et renforcé par ses liens étroits avec les grands marchands exportateurs de toiles de Vitré, dont beaucoup vinrent s’installer dans la ville à la fin du siècle. Devenue maîtresse du pouvoir local en 1585-1590, l’élite négociante saura définir et suivre une stratégie d’autonomie face aux camps qui s’affrontent en France et en Europe ce qui lui permettra de traverser sans trop de mal la crise de la Ligue, et de pouvoir ainsi aborder dans des conditions favorables le xviie siècle.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.016 | 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".