Les forces du sommeil : cohabitations des vivants = The Strength of Sleep : Cohabitations of All the Living
Bibliographic record
Abstract
« Pour sa 11e édition, Manif d'art – La biennale de Québec s’est inspirée de l’hiver et du sommeil de la terre pour s’intéresser à celui des humains et explorer les nuances multiples de l’éveil. Moments de latence, de transition, de pause, la saison froide et le sommeil ont en commun de suspendre la productivité, et de résister aux principes de l’exploitation des corps et des ressources. De ces alternances quotidiennes ou saisonnières, où les différentes espèces et leur environnement peuvent entrer en correspondance, dépendent la régénération du vivant, et aussi l’écoute, l’attention portée à la connaissance de soi et aux interactions avec d’autres formes de vie. Parce qu’il libère des forces intérieures incontrôlées et parfois décisives, parce qu’il altère nos réflexes et modifie nos perceptions, le sommeil a la capacité de modifier notre appréhension du monde.» -- Site web de l'éditeur
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.004 | 0.004 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.012 | 0.001 |
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".