Views Of Egypt By Georgios And Constantinos Zangaki : Examining A Late Nineteenth-Century Photographic Album At The Art Gallery of Ontario
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
This thesis focuses on Views of Egypt, an album housed in the Art Gallery of Ontario, that contains forty-six albumen prints of which twenty-seven are made by two Greek brothers: Georgios (ca.1845-ca.1895) and Constantinos (ca. 1845-1916) Zangaki. The Zangaki brothers worked as commercial photographers in the late nineteenth century in the Levant. Considering the extensive number of prints by the Zangaki brothers in various institutions worldwide, they must have been successful; yet neither they nor their photographs are well known. Views of Egypt is part of a larger enterprise: late nineteenth-century photography in Egypt that aimed at supplying Oriental scenes and picturesque views to the Western tourist. The Zangaki brothers' photographs are representative of this period and merit closer examination. Furthermore, as it is important to preserve such examples, the last part of the thesis considers the preservation of both the album and the photographs it contains.
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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) | 0.001 | 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 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 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