The Vivid Alphabet. Media and Mass Literacy in the Early Modern Military State
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
This article explores the connections between literacy, media technology and power in early modern Northern Europe. Designed as a genealogy of mass literacy, it suggests that the extremely successful literacy campaign in the kingdom of Sweden (dating back to 1686) was based upon a new kind of writing, a reshaped alphabetic technology, coterminous with a new technology of power, namely discipline, which originated in the army. At the same time, it argues that militarization of society, rather than consolidation of Lutheran faith, provides the pertinent context in which the take off of universal literacy in Northern Europe, and, consequently, in the West, must be interpreted. Thus it becomes possible to explain why mass literacy was first achieved in Sweden, a state of imperial ambition were military needs and military organization permeated every aspect of society.
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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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it