Reading from the Wordless: A Case Study on the Use of Wordless Picture Books
Bibliographic record
Abstract
For centuries people have conveyed meaning through the use of visual images, without the aid of written text. Consequently, wordless picture books have become a distinct genre within the world of literature. The wordless book is unique in that its content must be communicated solely through the use of illustrations. The reading of wordless picture book is an open-ended process in which viewers read stories by bringing their background experiences and personal histories to bear on the visual images they encounter within the text. This study looks at the use of wordless picture books on a seven-year old male nonreader. The investigation focuses on the exploration of the child’s responses to a selection of narrative wordless picture books. This study suggests that wordless picture books are a good source for analyzing a child’s early and emergent literacy. Acknowledging the importance of wordless picture books may deepen the definitions of emergent literacy and broaden our approaches to the teaching of reading.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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".