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 essay “Divinations” focuses on Robert Rauschenberg’s Oracle (1962-1965), a work whose making and display entailed close collaboration between the artist and the engineers Billy Klüver and Harold Hodges, both of Bell Laboratories. The piece stemmed from Rauschenberg’s interest in sound, sculptural form, and radio networks: it housed ten radios and speakers in various sculptural elements constructed from found metal objects, including ducts, window frames, a bathtub, and a car door. Audience members could turn dials that indirectly modified the volume and tuning of the radios. Walking through the sculptural installation, one experienced shifting acoustic, spatial, and visual effects. This text seeks to understand how the interactions between artist and engineers—and between sound sculpture and viewers—engaged systems of industrial and postindustrial production, broadcast radio, and audiovisual reception.
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 | 0.006 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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