Les enfants perdus et retrouvés : la recherche sur les enfants au Québec
Bibliographic record
Abstract
La recherche sur les enfants fut longtemps abordée à l'intérieur des domaines de la famille, de l'école, du loisir; seules la psychologie et les sciences de l'éducation considéraient l'enfant selon ses caractéristiques propres. Ce bilan sélectif de la recherche sociohistorique sur les enfants au Québec examine l'enfance à travers les études démographiques, historiques, ethnologiques, juridiques, sociologiques ainsi que les études sociales effectuées dans un contexte d'intervention. La multidisciplinarité de ce secteur de recherche sur les enfants, qui provient de la diversification des univers d'appartenance et d'expertise demande d'être complétée par des recherches explorant davantage le point de vue des enfants et par le recours à des approches mieux contextualisées de leur vie quotidienne et de leurs liens sociaux.
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 | 0.011 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.004 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.002 | 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; 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".