Interrogating Chivalry and the Hunt in the Auchinleck <i>Guy of Warwick</i>
Bibliographic record
Abstract
Due to their complex textual affiliations, great popularity, and historical significance, Guy of Warwick and its Anglo-Norman progenitor, Gui de Warewic, have been a favourite subject for textual criticism, thematic analysis, and cultural studies. Following in that vein, this paper will examine the cultural and textual contexts of several morally problematic episodes. Chief among them is a passage in which Guy kills the Earl Florentine’s son after the young man had attacked him for poaching, and then defeats the father in battle when the latter seeks to avenge his son’s death. This ‘Florentine episode’ can be tied to two other critical passages: one, prior to it, detailing how Guy’s ally, the Duke Segyn, is driven to kill his liege lord’s nephew, and another, later, in which Guy rejects secular chivalry for a divinely oriented path. Each passage, while present in some witnesses of the romance, is altered or absent in others.
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.016 | 0.027 |
| Scholarly communication | 0.008 | 0.004 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.005 |
| Insufficient payload (model declined to judge) | 0.004 | 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".