Bibliographic record
Abstract
Abstract The chapter explores Cather’s sense of multilayered history, linking it with the multilayered topographies of the mid-nineteenth-century American Southwest and the steep terrain of late seventeenth-century Quebec City. Her historical novels, Death Comes for the Archbishop and Shadows on the Rock, find ways to recover distant history through legend and life stories. In Archbishop, Cather practices what she calls an art of “touching and passing on.” Relationships in transit and anecdotes that come and go create the novel’s rhythm. In the contrasted portraits of her two French Catholic priests, Bishop Latour and Father Vaillant, Cather captures moods of response and religious attachment that she had first sought in her primary source for Vaillant’s life, William J. Howlett’s The Life of the Right Reverend Joseph P. Machebeuf (1908). The restrained but intimate relationship between the two priests comes gradually clearer as Archbishop Latour approaches death and recalls the fraught moment in the past when they made a commitment to missionary work together.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.009 | 0.002 |
| Scholarly communication | 0.007 | 0.005 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.436 | 0.172 |
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".