Review of <i>The Catherian Cathedral: Gothic CathedralIconography in Willa Cather's Fiction</i> by Christine E. Kephart
Bibliographic record
Abstract
Christine Kephart's book is published in a series dedicated to the late Merrill Maguire Skaggs, one of the leading Cather scholars. It honors Skaggs's memory with an original, sprightly, and captivating illumination of the motif of the cathedral throughout Cather's writing. We all know about Death Comes to the Archbishop and, to a lesser extent, Shadows on the Rock with their overt engagement of New World Catholicism and the presence within them of churches, cathedrals, and bishops. But Kephart looks for the cathedral motif throughout Cather's oeuvre, beginning with her failed first novel, Alexander's Bridge, where Kephart sees the gothic, curvilinear aspects of the bridge (built, after all, in Quebec) as presaging the architectural aspects of the cathedral. In other words, transmuting the bridge into the cathedral is a correlate for Cather's artistic maturation.
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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 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.008 | 0.012 |
| Science and technology studies | 0.003 | 0.005 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 0.002 |
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".