Bibliographic record
Abstract
Viktor Wynd’s Little Shop of Horrors, situated unassumingly on Mare Street in Hackney, is a beguiling emporium of which William S. Burroughs would no doubt have approved. There are shrunken heads on sale, and sinister bibelots. Hendrick’s gin is served in teacups. A foetal piglet slumbers on a shelf, a pair of Labrador testicles floats in formaldehyde, and the majestic, taxidermed head of a warthog charges into the lurid backroom where tonight’s lecture takes place. The locale is apt: like Burroughs, it is “dreamy and innocent”, whilst also being “ravaged and vicious”, and the sense of double-exposure explored by Oliver Harris in his dexterous introduction to the recently re-issued edition of Queer is made freakishly palpable by the sight of a two-bodied lamb encased in glass, and by the bicephalous teddy-bears on sale by the till.
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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.007 | 0.000 |
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; a candidate call from one teacher head, not a consensus.
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".