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 article engages with filmmaker Werner Herzog’s theory of ecstatic truth to explore how music can open a pathway into a reckoning with deep time. Coined by John McPhee, deep time refers to vast geological scales of time. The discussion is focused on Lawrence English and Lea Bertucci’s 2023 experimental ambient album Chthonic. Herzog’s theory of ecstatic truth refers to moments that transcend logic and reason, entering a realm of imagination. “Chthonic” simultaneously refers to the mythological realm of the underworld and the subterranean world studied by geologists. The combination of field recordings and instrumental performances, along with the song titles, album title, and cover image alludes to an imaginative world that blends mythology and geology. This combination creates the conditions for a reckoning with an ecstatic truth about the story of our planet and an imaginative understanding of deep 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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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