A Future for Our Past: International Symposium for Redefining the Concept of Cultural Heritage: Organized by the Istanbul Initiative at the Istanbul Bilgi University, Dolapdere Campus, June 24–26 2004
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 Istanbul Initiative was established in 2003 in response to concerns raised by the continuing episodes of cultural destruction that have accompanied armed conflicts in Cambodia, Lebanon, Afghanistan, the former Yugoslavia, and Iraq. The Initiative is comprised of Turkish academics, lawyers, and media professionals who aim to raise international awareness of the destruction of cultural heritage during wartime. Their first action was to organize the symposium A Future for Our Past in Istanbul from June 24 to 26 2004. The immediate impetus for the symposium was provided by the large-scale looting of museums, libraries, and archaeological sites that followed the Coalition invasion of Iraq in April 2003.
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 | 0.001 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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