Moonlit Sun - The Smell Of Soil Amidst Haunted Meadows (Okk038)
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
This fully improvised composition by Canada’s Moonlit Sun was recorded in real time in one continuous take on a dim evening, April 2008. Moonlit Sun uses hardware, custom instruments and natural objects only. On this release: butter knives, black sphere, iron tower, octagon tower grill, guitar multi-effects processors (8 second sampler), delay and distortion pedals, hardware compressor and 16 channel mixer. This plethora of, sometimes illustriously named, gear makes for an intriguing sound! The piece travels through areas of dark ambient, noise and experimental composition. At first, this might seem an odd-one-out for Okkulth, but once you’ve delved in deeply, you will recognize the signature sound, feel and atmosphere without a doubt! “100% improvised music”
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 | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.116 | 0.007 |
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