'Before the World Collapsed Because of the War': The City of Fiume in the Poetry of Gianni Angelo Grohovaz
Bibliographic record
Abstract
The article examines how the "native city" is constructed and remembered in the works of the Italian refugee and later emigrant, Gianni Angelo Grohovaz. Born in Fiume (Italy) in 1926, Grohovaz was forced to abandon his city when it was ceded, as spoils of war, to Yugoslavia. After eventually emigrating to Canada, Grohovaz became not only an eloquent voice on behalf of Italian-Canadians, but also a passionate poet for a world and a civilization destroyed, in his view, first by the aftermath of the war and then by Italy's own perfidy towards Fiume and Istria. Though never able to overcome the pain, Grohovaz does eventually reconcile himself with this irreparable loss of a home, a hometown, and a way of life by suggesting that Canada is, in some ways, very much like Fiume and Fiume is, in some ways, very much like Christ.
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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 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.013 | 0.019 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.002 | 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".