Bibliothèque et Archives nationales du Québec
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Bibliothèque et Archives nationales du Québec (known by its acronym, BAnQ) is a relative newcomer to the city and is in many respects unique, at least among the library and information community. Born from the successive merging of three institutions, it inherited their respective mandates that would form the heart of its mission: the mandates of a national library, national archives and public library. There can be no doubt that this merger was central to the institution’s originality and forms the basis of its innovative initiatives. A Québec government corporation under Québec’s Ministry of Culture and Communications (ministère de la Culture et des Communications du Québec), BAnQ’s three-fold mission is to acquire, permanently preserve and promote Québec’s heritage materials. Among other similar Canadian provincial institutions, it is the only one that has the mandate of a national library, while Library and Archives Canada fulfills that role for the country as a whole.
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.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 it