An exploration of the experiences of four gifted children in the Western School Board of Prince Edward Island
Bibliographic record
Abstract
This research is a qualitative study that uses the case study approach to explore the experiences of gifted students in the Western School Board of Prince Edward Island. Prince Edward Island does not formally identify gifted students and does not have any programs directed towards gifted students. Four middle school students, 2 females and 2 males, were asked to participate in this research study along with their parents. The students were identified by their teachers as having outstanding talents relative to their peers in mathematics, language arts, French, and music, which satisfies the United States Department of Education definition of giftedness (1993). Semi-structured interviews with the participants, the students and their parents, resulted in several common themes emerging. Despite finding school boring at times, which is a common experience for gifted students (Gallagher, 1997; Kanevsky & Keighley, 2003), the student participants generally found school very enjoyable. A vibrant extracurricular life seemed to be very important to these students and added enjoyment to their school life. The student participants had never been challenged by anything they encountered in the educational system; they all expressed a desire for more challenge in their school work. Except for one student who had taken part in a pull-out enrichment program in elementary school, none of the students had experienced a differentiation of instruction (Tomlinson, 2002). None of the students had been formally identified as being gifted or academically talented and they did not report any significant differences in the ways they were taught compared with their classmates.
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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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.014 | 0.014 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.002 | 0.007 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.003 | 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".