Mobile Digital Devices and Preschoolers’ Home Multiliteracy Practices
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The increased use of digital devices such as touchscreen tablets in the home for work, communication, entertainment, and information searching makes them naturally attractive to toddlers and preschoolers who learn to communicate by observing and interacting with parents and older siblings. This paper presents one of the major findings from a study in Canada and Australia that examined preschoolers’ (ages 3 to 5) home multiliteracy practices. By focusing on data from one of the participants in this study, this paper discusses how the use of iPad engages children in multimodal literacy practices, motivates literacy learning and provides opportunities for independent exploration and creation. This study is informed by complexity science and the data collected were analyzed using Green’s (1988, 2012) three-dimensional model of literacy. The findings shed light on technology’s evolving influence on society and contribute to insights in preschoolers’ home literacy practices.
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.
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 | 0.000 |
| 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 | 0.001 | 0.003 |
| Open science | 0.000 | 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 it