Bibliographic record
Abstract
Grids/Units/Planes is Andrew Foley of Brisbane, Australia. His slick, unique production style forges a brilliant mix of IDM and electronic shoegaze. Only five tracks deep, this album visits a multitude of textures. The title track combines elements of M83 and Album Leaf with spoken word, plucked synths, building to a brilliant wall of sound. "Kaleidoscopes and Cathedrals" has a music box quality and the feel of some later Boards of Canada material. "Like Sparks" goes from darkness to blazing fire as a giant wash of shoegaze overpowers quaint IDM tinkerings. "Lights in Mist" has a beat that DoF would be proud of paired with spaced out synth work. The album closes with "Monorail Escape Sequence", a uplifting end to a long journey. Quiet breakbeats make way for big chords in a style that shares similarities with Arovane. Fly high, you've made it.
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.
How this classification was reachedexpand
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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.934 | 0.112 |
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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".