ondan-bundan: inquiring on culture from this and thats
Bibliographic record
Abstract
The installation ondan-bundan: inquiring on culture from this and thats explores the intra- actions within Azerbaijan’s continuously changing identity, by fragmenting projections of Soviet Azerbaijani films onto found objects. This research brings into conversation scenes from the films Arşın Mal Alan (Rza Tahmasib and Nikolay Leshchenko, 1945), Bir Cənub Şəhərində (Eldar Quliyev, 1969) and Ötən İlin Son Gecəsi (Gülbəniz Əzimzadə, 1983) to reflect on the construction of visual narratives as cultural identifiers in Azerbaijan. It combines Homi K. Bhabha’s theory on culture’s hybridity, alongside feminist theories from Nira Yuval-Davis and Giuliana Bruno to propose a textility of culture. One that derives from found remnants, fragments, reconstructions, refractions, and haphazards.
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.
How this classification was reachedexpand
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 | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".