Inter-American Destiny in Guillermo Verdecchia’s Fronteras Americanas
Bibliographic record
Abstract
The article scrutinizes the issue of inter-American destiny in the dramatic world of the Argentinian-born Guillermo Verdecchia (b. 1962), whose work was awarded with the prestigious Governor General’s Literary Award (est. 1937) in Canada. Verdecchia deals with a subjective cultural history that shapes various destinies through an inter-American space and given time periods. The thespian plot in his Fronteras Americanas (1993) is an idiosyncratic story that does not count communal dates or anniversaries but, instead, focuses on the lived experience and the destiny of the individual. Verdecchia’s play has a peculiar political relevance in being conceived as a subjective inter-American history lesson on the issue of Latin diaspora in North America and, as such, presents an idiosyncratic history of a Canadian Latinx, created as a monologue reminding one of an oral storytelling of a destiny that is bound in the history web of the Americas.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.016 | 0.008 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
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".