The Mind's Eye: Reconstructing the Historian's Semantic Matrix Through Henry Knighton's Account of the Peasants' Revolt, 1381
Bibliographic record
Abstract
The medieval historian engaged with the systems of power and authority that surrounded him. In his account of the Peasants' Revolt in late medieval England, the ecclesiastical historian Henry Knighton (d. 1396) both reinforced and challenged the traditional order. This thesis explores the ways in which his ideological perspectives shaped his understanding of the events of June 1381 and how this understanding was articulated through the structure, language, and cultural meaning of the historical text. The reconstruction of authorial intention and reclamation of both Knighton and the medieval reader as active participants in the creation of history challenge a historiography that has long disregarded Knighton as an unremarkable historical recorder. Instead, they reveal a scholar whose often extraordinary approach to the rebels and traditional authorities expresses a great deal about the theory, practice, and construction of power and authority in late medieval England.
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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 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.012 | 0.060 |
| Scholarly communication | 0.011 | 0.013 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.003 | 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; 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".