Brill’s Companion to Classics in the Early Americas
Bibliographic record
Abstract
Brill’s Companion to Classics in the Early Americas illuminates the remarkable range of Greco-Roman classical receptions across the western hemisphere from the late fifteenth to the early nineteenth century. Bringing together fifteen essays by scholars working at the intersection of Classics and all aspects of Americanist studies, this unique collection examines how Hispanophone, Lusophone, Anglophone, Francophone, and/or Indigenous individuals engaged with Greco-Roman literary cultures and materials. By coming at the matter from a multilingual transhemispheric perspective, it disrupts prevailing accounts of classical reception in the Americas which have typically privileged North over South, Anglophone over non-Anglophone, and the cultural production of hegemonic groups over that of more marginalized others. Instead it offers a fresh account of how Greco-Roman literatures and ideas were in play from Canada to the Southern Cone to the Caribbean, treating classical reception in the early Americas as a dynamic, polyvocal phenomenon which is truly transhemispheric in reach.
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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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.004 | 0.003 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.026 | 0.006 |
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".