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
"Performing Objects and Theatrical Things rethinks historical and contemporary theatre, performance, and cultural events from the perspective of the objects and things that activate stages, venues, environments, and archives. Embracing methodologies from across the humanities and social sciences, we understand physical materials as actants, with particular frequencies, energies, and potentials to affect human and nonhuman worlds. The texts, stage properties, instruments, costumes, photographs, and detritus that animate this collection emerge from the thirteenth- to the twenty-first century, traversing sites across Europe and North America. Challenging anthropocentric narratives that foreground humans as sole agents, our authors present object and 'thingcentric' methodologies that range from deeply personal autoethnographic reflections and close textual readings to carefully researched archival studies and rhizomatic explorations of an object's journey from one place and time to another"..
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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