Bibliographic record
Abstract
Quebec's Sul.a returns to Archipel with a brand new album "The Spark Is Lost" of dreamy shoegazing vibrations. "Shine" is a hike through forests with sunbeams falling down to the soil below from the canopy above leading to pleasures of hidden creeks flowing and bubbling along which make up "Instant Gratification". "The Spark is Lost" gently meanders along searching for the spark which it itself actually is and once realized, walks off with "Let's Hope" and drifts off for a relaxing nap in a warm patch of origami wildflowers. "Un Peu de Statique" carries one away into a chilly cloud filled dusk sky with a spectrum of raindrops beginning to slip out for the grasp of the atmosphere. "Until Then" snaps along with melancholy precision through lonely weather pathways in fields of grass looking out towards a sprawling metropolis of glass buildings. "Silicone" dangles its graceful airy feet into ponds full of trillions of tiny glowing creatures moving in sync with the ripples cascading outward into "Question Mark" where the ripples double up on themselves until the surface is still. "Le Cinq Mai" drives straight through cities of gold in favor of antiquated organic villages of light and takes off into the mystery which lies beyond its crackled exterior with "Blankets".
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) | 0.244 | 0.009 |
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".