Un ombudsman, cinq mandats : quel est le fil conducteur ?
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
Le Protecteur du citoyen traite des plaintes et des signalements qui visent autant les ministères et les organismes du Québec, que le réseau public des services de santé et des services sociaux et les services correctionnels. Il intervient aussi en matière d’intégrité publique sur la base de divulgations d’actes répréhensibles. Depuis peu, il assure le suivi de la mise en œuvre des appels à l’action d’une commission d’enquête majeure concernant les droits des personnes autochtones dans leurs relations avec des services publics québécois.La diversité des mandats et des actions compromet-elle le fil conducteur qui donne tout son sens à la mission du Protecteur du citoyen ? Un seul organisme peut-il assumer un tel élargissement de son rôle initial ? Où fusionnent les différents volets de son action ?
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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.007 |
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