Bibliographic record
Abstract
Abstract Increasingly addressing the religious dimension of Cormac McCarthy’s work, critics have frequently rooted it in a Gnosticism which holds, first, that the world is a place of evil and suffering and, second, that salvation is attained through knowledge made available only to the elect. The Stonemason, however, seems intent on refuting just such a thesis. Focusing on Ben and his grandfather Papaw, a centenarian stonemason, the play presents Ben as seeking, through mastery of the mason’s secrets, to become custodian to knowledge that will unlock the mysteries not just of a trade but of the cosmos. Yet this Gnostic quest fosters in him a moral negligence that leads to the deaths of two family members. Indeed, Ben’s tragedy stems precisely from his Gnostic prizing of secret lore and indifference to the Christian lessons Papaw himself most values—lessons not in god-like knowledge but in the practice of faith, humility, and love.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.020 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.009 | 0.022 |
| Scholarly communication | 0.008 | 0.013 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.004 | 0.014 |
| Insufficient payload (model declined to judge) | 0.018 | 0.014 |
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".