The Effectiveness of Metacognitive Teaching Strategies to Enhance Elementary School Pupils’ Reading Skills in the Northern Border Areas of Saudi Arabia
Bibliographic record
Abstract
<p>Difficulties in the fields of learning are among the most modern special educational fields and the fastest developing because of the extra concern from the parents and those concerned with children who show learning disorders, which cannot be explained by mental, physical or working disorders. Learning metacognition has short term benefits in the field of learning and teaching as it gives the individual the ability to connect between their learning successes to themselves. It increases their confidence with their ability and creates opportunities for them to use the lessons for the skills development, performance and assistance in transferring skills to others during work. The present study attempts to figure out the effectiveness of Metacognitive Strategies to further enhance students’ reading skills. This empirical study shows significant results which further strengthen the proposed claims of such strategies which can be widely used to meet the learners’ needs in a formal educational set up.</p>
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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 | 0.012 | 0.143 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".