Lutter contre la pauvreté ou ses effets? Les programmes d’intervention précoce
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
This article looks at poverty from the point of view that it does not necessarily correspond to the widespread image of chronic despair and resignation, acquired and transmitted from one generation to the next. The author argues such an image is produced by the fact that social and mental health services deal mainly with families at grips with multiple, long-standing problems. However, for most of these poor families, their condition is temporary. In fact, insufficient revenue is what distinguishes them from families that are not poor. While preventive programs show that early intervention is a proven approach towards considerably improving the psycho-social development of underpriveledged children and parents, little can be said about the effect of these programs on lowering, even less on eliminating, poverty itself. For the most part, these programs emerged from a clinical approach that encouraged poverty-stricken individuals to acquire new abilities and skills. The author concludes by promoting the need for more collaboration between those people offering the programs and those people who work towards changing the conditions at the root of poverty.
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 | 0.000 |
| 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 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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