Bibliographic record
Abstract
Tracklist: Disc 1: 1. Black Baby - Kruder & Dorfmeister 2. Spellbound - Rae & Christian; Veba 3. Keefes Quest - Kinobe 4. Another Summer - Aim 5. Your Song (Tim Love Lee Semi Bearded Mix) - Groove Armada 6. Turtle (Bonobo Mix) - Pilote 7. Oceans & Rain - Nitin Sawhney 8. It Takes A Thief - Thievery Corporation 9. Rue The Whirl - Boards of Canada 10. Sunday At The Getty - Fauna Flash 11. High Times - Trade Mark 12. Fooling Myself (Easy Access Orchestra Mix) - King Kooba 13. Mes Vacanes a Rio - Rinôçérôse 14. Trippin Out - Curtis Mayfield Disc 2: 1. Getting It On (Aquanote Remix) - Only Child 2. Coolys Wages (City People Remix) - Cooly’s Hot Box 3. Finally (Kevin Yost Remix) - Kings of Tomorrow 4. Alvins Blues - Ian Simmonds 5. Seeds - Smith & Mighty 6. Easejimi - Nightmares on Wax 7. Eclipse - Kyoto Jazz Massive 8. Sunrain (Instrumental) - LTJ Bukem 9. Ralph & Cathy - Alex Gopher 10. A Go Go - Trüby Trio 11. Fried Fly - Bugz in the Attic 12. The Session (Swags Vocal Mix) - Beanfield 13. Conquistadors - Kevi Host 14. Bay Of Plenty - Ian Pooley
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.003 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.006 | 0.003 |
| Research integrity | 0.000 | 0.003 |
| Insufficient payload (model declined to judge) | 0.044 | 0.120 |
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".