Bibliographic record
Abstract
A TORMENT At 05:50 Simon Limbeau's mobile alarm goes off, alerting this vibrant 20-year-old lover, brother, son, and friend to the start of a day meant to be filled with the thrill and pleasure of surfing.By 05:49 the following morning, Simon's heart is taking its very first beats inside 50-year-old Claire Mejan.This is the story of what unfolds within those 24 hours: of cruel endings and of new and difficult beginnings.It is the story of how we are defined by who we love, what we are, what we do.Of medicine as salvation and redemption, and of familial bonds that transcend death.Mend the Living is only the second novel to have won the Wellcome Prize and is the first novel in translation to be awarded the prize, translated from French into English by the Canadian translator Jessica Moore. 1 Written by the French novelist Maylis de Kerangal, it is both a pleasure and a torment to read.We read with baited breath, with muscles clenched and a sense of nausea, as Dr Pierre Revol,
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.283 | 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; a candidate call from one source (direct Gemma or distilled Codex), 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".