Fostering a Culture of Reading through School Libraries: Room to Read’s Experience in India
Why this work is in the frame
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Bibliographic record
Abstract
Since 2003, Room to Read, an international education NGO, has been working in India to help foster a culture of reading in schools through the establishment of over 1500 school libraries. This paper outlines the evolution Room to Read’s Reading Room program in India as an example of how school library programs can address the reading challenges of children in developing countries. The focus of the paper is on Room to Read India’s Primary Reading Enhancement Program (PREP), which will be piloted in the Reading Room program in 2008. The goal of PREP is to have a significant impact on the way reading is taught in primary schools in India. Details are provided on the approach, materials, activities, parent and community participation, government participation, and student assessments that make up the core components of the PREP design.
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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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.001 | 0.001 |
| 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 it