Bibliographic record
Abstract
Tardiss return with their third release on No-Source and their most intricate release to date. This five track EP is made up of rich textures, full arrangements, and a brilliant sense of wonder. "Blue" begins with the epic "Missing Lincoln". The track shifts from complex synth work and commuting IDM rhythms to a more acoustic sounding down tempo piece, before bring it all together in crescendo. The second track, "Define Grit", induces a vision of urban cinematography. The artist Grantby also springs to mind here. "Define Grit" successfully combines electronic beats, emotive ambience, and elements of jazz. The fourth track, "Slow Stitch", is another epic. The track strikes big chords against forceful, crunched beats. Synths and guitars search for the lead melody, taking the ground away. This is a track for flying high. The album closes with the fittingly named "Stony's End". A standout for "Blue", "Stony's End" pulls together everything from the previous four tracks into one outstanding musical composition. This is surely Boards of Canada style IDM at it's finest. Come sail into the blue.
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) | 0.335 | 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".