The Impact of Providing Computer Language Experience on the Reading Readiness among Preschool Children
Bibliographic record
Abstract
This study aim to identify the effect of computer literacy on reading readiness among preschool children. The study sample consisted of (49) preschool children studying at the First University Kindergarten distributed into to two groups: experimental and control. The language experience of the experimental group was presented to students through using the computer for two years. A program has been designed for this purpose using the Multimedia Builder software. In order to answer the study questions, the mathematical averages, standard deviations, ANCOVA and MANCOVA analysis were used. The results of the study showed that there was an effect of computer experience in the six dimensions of reading readiness (visual recognition, auditory distinction, understanding, information, auditory recall, and visual recall) and this effect is related to the group variable. However, there were no statistically significant effect of sex variable over all the dimensions of the Reading readiness scale.
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How this classification was reachedexpand
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.003 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".