Processus d’une recherche-développement réalisée avec des parties prenantes pour favoriser l’accès à l’information sur les services qu’ils reçoivent
Bibliographic record
Abstract
Une recherche-développement a permis de concevoir et de valider, par une démarche itérative, du matériel d’information qui soit illustré, signifiant et plus compréhensible. Cette information, validée par les parties prenantes, porte sur les services que reçoivent les personnes bénéficiant d’un programme public de réadaptation en déficience intellectuelle (DI) ou en trouble du spectre de l’autisme (TSA). La recherche-développement a permis notamment d’approfondir les étapes, les processus et les retombées d’une démarche de création inclusive, en contexte de participation active des parties prenantes, avec des personnes vulnérables ou qui présentent de faibles compétences en littératie.
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".