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
In this paper I make the case that the notion of memory—the very idea that there is a particular capacity that enables us to remember, to store, and to recall experiences and knowledge, and that in doing so constitutes an essential part of our existence—is in the midst of dissolving. I explore this dissolution of ‘memory’ as an epistemological and cultural paradigm shift. This shift can be observed in a broad spectrum of scientific and scholarly developments and, moreover, in literary, artistic, and public discourses. What all of these have challenged is the idea of memory as storage, an archive. I review four areas of research whose results and debates have fuelled this ‘memory crisis’: the social and cultural, the technological, the literary and the artistic, and the biological and cognitive. At the same time, we find in all these fields emerging perspectives that reach beyond the idea of memory as an archive, offering visions of more open, fleeting, social and cultural practices of remembering and forgetting.
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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.002 |
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