Intervention en soutien à l'empowerment. Dans Naître égaux – Grandir en santé1
Bibliographic record
Abstract
Cet article s'intéresse au rôle joué par l'intervention dans le processus d' empowerment de personnes en situation d'extrême pauvreté. Il se fonde sur une étude de cas d'une vingtaine de familles rejointes par le programme de santé publique Naître égaux – Grandir en santé (NÉ – GS). Il identifie d'abord les principales composantes qui se dégagent des processus d' empowerment observés. Par la suite, et c'est là le coeur de notre propos, l'article fait ressortir un certain nombre d'éléments pour qualifier l'intervention individuelle réalisée dans un tel contexte : une intervention à un moment clé de la vie ; une forte relation de confiance ; une intervention qui part du ou des projets des parents ; enfin, un accompagnement vers les services et ressources de la communauté en procurant le sentiment de posséder du pouvoir.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.011 | 0.002 |
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; both teacher heads agree on what is shown here.
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".