The Fragmented Armada: The Transmission of an Armada News Pamphlet (pp 107-130)
Bibliographic record
Abstract
William Cecil’s Copie of a Letter (STC 15412 – 15414.6), consisting of a Letter, its postscript, its printer’s epistle and an additional pamphlet, Certaine Advertisements Ovt of Ireland, was produced in stages in the fall of 1588, an accumulative production attested to by both bibliographical evidence and governmental correspondence. The texts describe England’s military preparations, political climate, and the events of the summer in the form of an epistolary news letter addressed to Don Bernardino de Mendoza, the Spanish Ambassador to France. This attempt to spread the news of Spanish defeat, to delegitimize Catholic news sources, and to dissuade Catholic support for another convoy grew and developed as the political situation unfolded over the summer and early autumn of 1588. This paper examines the production and transmission of Cecil’s propaganda pamphlet to explore the interpretive frameworks that textual producers, both authors and publishers, used to package early modern news.
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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 | 0.004 | 0.015 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.005 |
| Science and technology studies | 0.016 | 0.011 |
| Scholarly communication | 0.012 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.007 | 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".