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
The case of the hitherto unnoticed amateur photographer Constantinos Anninos, who was active in Greece and India during the first quarter of the twentieth century, seems particularly interesting for examining the theory and practice of the representation of ethnographic subjects in different media. Always on the move between Greece, India and England, Anninos was an accomplished photographer and a rather gifted writer in Greek demotic who wrote about his photographs in Skokos’ Ethnikon Imerologion. Because of the precariousness of his position, he seems to have struggled with the problem of foreignness all of his life. Through images and texts, he attempts to translate not only the culture of India but that of Greece as well to people who, due to either actual distance or psychological and cultural barriers, are removed from what he perceives as the essence of Greece or India. Finally, I argue that for similar reasons photography and demotic prove pertinent to accomplishing this task of cultural translation. To view the full text, click on the button "HTML".
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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