Mediterranean Travel, Interconfessional Rivalry, and the Written Languages of Late Mamluk Mount Lebanon
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
In the twentieth century, the languages of medieval Mount Lebanon became a subject of contention between Arab and Lebanese nationalists. A largely unstudied manuscript corpus from the fifteenth century illuminates this matter. In this corpus, bilingualism prevails, with Middle Arabic serving as the primary written language and Syriac serving as the language of worship and prestige. This article draws on colophons, chronicles, and the fifteenth-century literary texts to examine the norms governing language in late Mamluk Mount Lebanon. It is centered on the lives and works of Mūsá Ibn ʿAṭshah, Yūḥannā ibn Ḥasan, Nūḥ al-Baqūfānī, and Jibrāyil Ibn al-Qilāʿī. Through these figures, it considers authorial intention, educational background, audience, and dynamics of power as determinants of language choice. From this social history of language, a portrait of Mount Lebanon emerges as the site of Syriac revival and a new Christian Arabic literature at the confluence of Mamluk culture, Eastern Christianity, Franciscan vocation, and the Mediterranean.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it