Parents of the Gifted in Ontario: An Investigation of Parental Satisfaction with the Education of their Gifted Children
Bibliographic record
Abstract
The opinions of parents in relation to the education of their gifted child were examined, with particular attention paid to their satisfaction and the type and amount of programming their child is receiving. This study employed a mixed methods research design that focused on parents’ experiences with gifted education programming and their perceptions and level of satisfaction with these programs. A survey was used to gather the perceptions and opinions of parents of gifted children in Ontario. The data were quantified and used to make observations in relation to differences in parental satisfaction and to provide a more thorough understanding of the experiences of parents in Ontario in regards to the education of gifted children. Information was also gathered regarding the recommendations that parents have for the improvement of education for their gifted child. The results of the study found that parents of gifted children were satisfied with the connections their child made within a gifted placement with like-minded peers and with opportunities for their children to learn in a more individualized and in-depth manner. However, parents expressed dissatisfaction with the timing of the initial gifted identification and the lack of knowledge that teachers, in both regular and specialized classrooms, have about gifted children and the types of programming best suited to these children. The results of the study also showed parental dissatisfaction with the lack of funding allocated to gifted education programs by district school boards and the lack of involvement they were allowed with respect to the education of their child.
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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 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 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".