Bibliographic record
Abstract
Depuis maintenant plusieurs décennies, les transformations de l’État providence associées à une précarisation croissante de la société ont profondément redessiné les contours du travail social. Ces évolutions exposent les professionnels concernés à des difficultés nouvelles qui mettent en tension la dimension éthique de leurs interventions. L’accompagnement des familles migrantes en situation irrégulière est particulièrement concerné par ces enjeux. À partir d’une enquête sociologique réalisée dans une association assurant l’hébergement de ces familles, cet article expose les limites d’une forme d’action sociale qui consiste à venir en aide à une population à laquelle on refuse le droit de séjourner en France. Ce mandat, pour le moins paradoxal, soumet les intervenants à des contradictions fortes qui les amènent à repenser les modalités de leur engagement auprès du public. Au croisement d’enjeux politiques, éthiques et institutionnels se dessine alors une nouvelle économie morale de l’intervention sociale, à l’aune de laquelle se construit le sens de l’action et se recompose la pratique professionnelle.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.010 | 0.004 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.012 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".