What did your child do today? Describing young children’s daily activities outside of school
Bibliographic record
Abstract
The purpose of this study was to describe the daily activities of Canadian children outside of school. Participants were parents of N = 189 children (90 boys, 99 girls) in grades 1 to 3. The What Your Child Did Today parental telephone interview protocol was developed as a daily log of both the type and social context of children’s activities. Among the results, children spent almost half of their waking time in unstructured activities (e.g. free play), compared to 14 percent of on-screen, and 6 percent in structured activities (e.g. sports). Children spent about two-thirds of their time in the company of family followed by peers (22%), and only 10 percent of time was spent alone. Some gender differences were also noted (e.g. boys engaged in more screen time) and parental education was related to time spent in structured activities. Results are discussed in terms of implications for children’s socio-emotional development.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| 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 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".