Re-discovering Alessandro Spina’s Transculture/ality in The Young Maronite
Bibliographic record
Abstract
Alessandro Spina, né Basili Shafik Khouzam, was born in Benghazi in 1927 into a family of Maronites from Aleppo and spent most of his life between Libya and Italy, speaking several languages and writing in Italian. He may be described as the “unsung” writer of Italian colonial and post-colonial past in North Africa. Spina’s oeuvre—collected in an omnibus edition, I confini dell’ombra. In terra d’oltremare (Morcelliana)—charts the history of Libya from 1911, when Italy invaded the Ottoman province, to 1966, when the country witnessed the economic boom sparked by the petrodollars. The cycle was awarded the Premio Bagutta, Italy’s highest literary accolade. In 2015, Darf Press published in English the first instalment of Spina’s opus with the title The Confines of the Shadows. In Lands Overseas. Spina always refused to be pigeonholed in some literary category and to be labeled as a colonial or postcolonial author. As a matter of fact, his works go beyond the spatial and imaginary boundaries of a given state or genre, emphasizing instead the mixing and collision of languages, cultures, identities, and forms of writing. Reading and re-discovering Spina in a transcultural mode brings to light the striking newness of his literary efforts, in which transnational lived life, creative imagination, and transcultural sensibility are inextricably interlaced.
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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 | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.016 | 0.018 |
| Scholarly communication | 0.012 | 0.005 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.002 | 0.005 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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".