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 an age of information and new media the relationships between remembering and forgetting have changed. This volume addresses the tension between loud and often spectacular histories and those forgotten pasts we strain to hear. Employing social and cultural analysis, the essays within examine mnemonic technologies both new and old, and cover subjects as diverse as U.S. internment camps for Japanese Americans in WWII, the Canadian Indian Residential School system, Israeli memorial videos, and the desaparecidos in Argentina. Through these cases, the contributors argue for a re-interpretation of Guy Debord’s notion of the spectacle as a conceptual apparatus through which to examine the contemporary landscape of social memory, arguing that the concept of spectacle might be developed in an age seen as dissatisfied with the present, nervous about the future, and obsessed with the past. Perhaps now “spectacle” can be thought of not as a tool of distraction employed solely by hegemonic powers, but instead as a device used to answer Walter Benjamin’s plea to “explode the continuum of history” and bring our attention to now-time.
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 | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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