Refugees and Migrants in Contemporary Film, Art and Media
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
Migration in the 21st century is one of the pre-eminent issues of our present historical moment, a phenomenon that has acquired new urgency with accelerating climate change, civil wars, and growing economic scarcities. Refugees and Migrants in Contemporary Film, Art and Media consists of eleven essays that explore how artists have imaginatively engaged with this monumental human drama, examining a range of alternative modes of representation that provide striking new takes on the experiences of these precarious populations. Covering prominent art works by Ai Weiwei and Richard Mosse, and extending the spectrum of representation to refugee film workshops on the island of Lésbos as well as virtual reality installations of Alejandro G. Iñárritu and works by Balkan and Turkish directors, such as Melisa Önel, the chapters included here focus on the power of aesthetic engagement to illuminate the stories of refugees and migrants in ways that overturn journalistic clichés.
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 | 0.000 | 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) | 0.004 | 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