An Exploratory Study of Teachers’ Perceptions of Giftedness and Talent among Students in Bahraini Primary Schools
Bibliographic record
Abstract
While there is no unanimity on how we define and assess giftedness and talent among students, identifying and educating gifted students in schools remain elusive.Despite criticisms leveled against teachers" understanding of giftedness, teachers" perceptions of giftedness and talent among students cannot be ignored.In the quest to gain insight into current practice in Bahrain; this study explored Bahraini teachers" perceptions of giftedness and talent among children in primary schools.Using a Likert type questionnaire, the study sampled data from 80 (male and female) Bahraini primary school teachers.The study revealed that Bahraini teachers viewed giftedness as essentially academic excellence.The study also revealed gaps in teachers" understanding of theory and practice in gifted education.In view of these findings, the study recommended a complete review of staff development programs and the preparation of pre-service teachers on understanding and educating highly able students in Bahrain schools.
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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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".