Children's motivational experiences following autonomy-supportive games lessons
Bibliographic record
Abstract
The objectives of this study were (a) to examine students' motivational experiences arising from their participation in games lessons based on autonomy-supportive strategies; and (b) to examine the interaction between boys' and girls' motivational experiences across different categories of games. A total of 759 students (380 F, 379 M) from 37 classes (grades four to seven) were taught a lesson from one of four game categories (i.e. target, net/wall, batting/fielding, invasion) using autonomy-supportive techniques. Following the lessons children completed various measures to assess their motivational experiences. Significant between-subject differences did emerge for both gender and games category. Girls reported higher levels of optimal challenge, perceived autonomy-support, and enjoyment whereas boys reported higher levels of perceived competence. For the games category, participants reported higher levels of self-determined motivation in net/wall games whereas invasion games received the lowest motivational ratings of the four games categories.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.002 |
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".