Évaluation de l’implantation et des effets d’un programme de soutien intensif offert à des familles afin d’éviter un placement en milieu substitut
Bibliographic record
Abstract
Abstract: This article focuses on the evaluation of a form of intervention with families where there is a risk that a child may be placed in a substitute environment. The program, implemented by the Centre jeunesse de Montréal, was reviewed by evaluators for close to five years. Intervention is characterized by: 1) rapid mobilization of various participants, 2) intensity, and 3) a limited time-frame. Caseworkers are available 24 hours a day, 7 days a week, generally intervene in the family environment, and provide varied therapeutic and technical support. The evaluation focuses on: 1) the characteristics of the families and services, 2) the impact of the program on placement rates and reporting following intervention, and 3) the impact of the program on family functioning and the children’s well-being. The discussion suggests ways of alleviating problems in the evaluation of intervention programs in child services.
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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 | 0.005 | 0.010 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 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 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".