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 affordances of musical experience, its capacity to become our mode of being‐in‐the‐world, especially in ritual situations, can be turned against us into an aversive sonic attack that bends the social arc into a liminality without end, a time in between that goes nowhere. And when this happens, we have entered the realm of music torture, a relatively recent innovation in that dark art that was ushered into the world in full force at the beginning of the 21st century. Music became part of a regime of no‐touch torture inflicted upon detainees in the ‘global war on terror’, itself a war without end. In this article, the author argues for an ontomusicology that understands music as ritual and ritual as music – in this case, ritual that inverts Victor Turner’s notion of communitas, with all of its attendant modes of being‐with, into a solitary mode of existence with no hope of escape, a musical ritual torture, a perpetual intermezzo.
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 | 0.001 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.048 | 0.001 |
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