Bibliographic record
Abstract
01. Bloodshot Bill - Shick shack (Git high tonite!, 2014) (2:27) 02. Blog log III - My shit is perfect (My shit is perfect, 2009) (3:00) 03. Brownsville station - The martian boogie (Brownsville station, 1977) (4:18) 04. The ocean blue - Between something and nothing (Between something and nothing, 1989) (4:05) 05. Joy division - Disorder (Unknown pleasures, 1979) (3:31) 06. Killing joke - Bloodsport (Demo) (Chaos for breakfast, 2004) 07. Snakefinger - Don't lie (Live) (2:57) 08. Wire - I am the fly (1978) (3:49) 09. Wall of voodoo - Back in flesh (Dark continents, 1981) (3:40) 10. Buzzcocks - Harmony in my head (7'', 1979) (3:08) 11. Sonic youth -Schizophrenia (Peel session) (4:34) 12. The fall - Wrong place, right time (I am kurious oranj, 1988) 2:52) 13. Talking heads - Once in a lifetime (Remain in light, 1980) (4:22) 14. The Bollocks brothers - The last supper (The last supper, 1983) (5:27) 15. Organic - Katharina Distortion (Under your carbon constellation, 2012) (3:59) 16. Modern english - Black houses (Mesh & lace, 1981) (5:39) 17. Of tanz victims - Spiked heels titanic (Scanning elle dementia, 1986) (2:57) 18. Colourbox - Edit the dragon (Colourbox, 1985) (2:20) 19. Meter bridge - Secret (Meter bridge, 2014) (4:19) 20. Johnny Couteau - Psychoactive runner (2014) (3:50) 21. The residents - Diskomo (Diskomo, 1980) (7:56) 22. Northern sadness - Alveston meadows (Riddles of lunacy, 2011) (4:06) 23. Mr. Scruff - Get a move on (Get a move on, 1999) (5:32) 24. Tangerine dream - Diamond diary (Thief soundtrack, 1981) (10:50) 25. Biosphere - The shield v. 1 (Patashnik 2, 2014) (5:15) 26. Ummagma - Colors (Antigravity, 2012) (3:38) 27. Wychdoktor - Catacombs (Totem, 2014) (2:48) 28. Jon Hassel / Brian Eno - Charm (over Burundi clouds) (Fourth world vol. 1 - Possible musics, 1980) (21: 34)
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 | 0.001 |
| 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 | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.704 | 0.008 |
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".