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Record W7037906112

An exploration of the experiences of four gifted children in the Western School Board of Prince Edward Island

2007· article· en· W7037906112 on OpenAlexaboutno aff

Bibliographic record

VenueIslandScholar (University of Prince Edward Island) · 2007
Typearticle
Languageen
FieldEnvironmental Science
TopicAquatic Ecosystems and Phytoplankton Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsGifted educationQualitative researchQualitative analysisAcademic achievementPrimary education
DOInot available

Abstract

fetched live from OpenAlex

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.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.911
Threshold uncertainty score0.177

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0140.014
Scholarly communication0.0040.002
Open science0.0020.007
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0030.000

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.

Opus teacher head0.011
GPT teacher head0.219
Teacher spread0.208 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2007
Admission routes1
Has abstractyes

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