La parentalité dans l'organisation sociale des connaissances de la négligence envers enfant au Québec
Bibliographic record
Abstract
La façon dont la négligence envers l’enfant est conceptualisée dans les recherches de pointe a un impact notable sur l’organisation des services et les pratiques professionnelles auprès des familles touchées par cette problématique au Québec. Il apparaît donc important de décrire le portrait des parents que ces recherches de pointe génèrent. Cet article examine la structure épistémologique, théorique et méthodologique qui sous-tend la production de ce type de savoir en s’appuyant sur une analyse qualitative d’articles récents publiés dans l’une des plus importantes revues internationales dans le domaine. Les résultats montrent que les recherches de pointe produisent des connaissances sur la négligence envers l’enfant qui excluent plus ou moins radicalement le point de vue des parents et des enfants directement impliqués dans ces situations.
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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 | 0.006 | 0.012 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.013 | 0.015 |
| Scholarly communication | 0.007 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 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".