The transition from elementary to high school: The pivotal role of mother and child characteristics in explaining trajectories of academic functioning
Why this work is in the frame
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Bibliographic record
Abstract
The present 8-year longitudinal study had two goals. The first goal was to describe different trajectories of academic functioning during the transition to high school using a group-based trajectory method. The second goal was to determine if previous family and child characteristics (notably behavioural problems and prosociality) predict these trajectories. A total of 1003 mothers and teachers participated in the study. Results of the trajectory analysis revealed the presence of three groups. A first group experienced stable and high levels of academic functioning (63%), a second group experienced a significant drop in academic functioning (14%), and a third group experienced stable and low levels of academic functioning (23%). Logistic regression analyses showed that these groups differed in terms of early parental characteristics, child behavioural problems, and prosociality. These results are discussed in light of empirical findings on the transition to high school.
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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 | 0.001 | 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) | 0.000 | 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 it