Oversight as Insight: Reading The Second Shepherds' Play as The Second Shepherd's Play
Bibliographic record
Abstract
With its Latin title Secunda Pastorum , this Corpus Christi pageant is correctly translated as The Second Shepherds’ Play . Numerous indexes and critical essays, however, contain a bibliographic disjunction: these listings misplace the apostrophe and record the text as The Second Shepherd’s Play . Rather than politely ignoring this common translation error as previous scholarship has done, this essay takes the somewhat unusual stance of embracing it. A close examination of Secunda Pastorum reveals that the second shepherd announces central events and recurring themes within the play. Foretelling such key elements as the stealing of the sheep, the grotesque nature of Mak’s wife, and the comic blending of the pious and the parodic, Gyb’s remarks constitute an important point of entry for understanding the pageant. As the misplaced apostrophe suggests, this common bibliographic mistake or oversight may actually provide a new critical insight.
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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 | 0.005 | 0.014 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.011 | 0.040 |
| Scholarly communication | 0.015 | 0.010 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.003 | 0.006 |
| Insufficient payload (model declined to judge) | 0.004 | 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".