Drawings as an Alternative Way of Understanding Young Children’s Constructions of Literacy
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
As teachers seek to reflect children’s diverse experience in the subject matter they present and in the questions they explore, they must also embrace children’s multifaceted ways of knowing. Their major pedagogical challenge is to help children transform what they know into modes of representation that allow for a full range of human experience. In their lives outside of school, children ‘naturally move between art, music, movement, mathematics, drama, and language as ways to think about the world [...]. It is only in schools that students are restricted to using one sign system at a time.’ (Shortet al., 2000: 160). This study uses young children’s drawings about reading and writing as an innovative way of investigating their perceptions and understandings of literacy across the broad contexts of their lives. The study challenges the politics of classroom practices that privilege language-dependent modes of representation over other modes.
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 | 0.000 | 0.002 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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