The use of self-story as a pedagogical tool in a meta-cognitive exercise to support children in understanding their material choices in the school library
Bibliographic record
Abstract
This paper examines the notion of self-story as a sense-making scaffold to self-knowledge via the Zone of Proximal Development in a school library setting. A teaching strategy is presented utilizing ideas from Vygotsky, Bruner, and Dervin in which children are asked to remember stories about themselves to support language development and movement towards greater self knowledge supporting their choices of material in the school library. Children may lack the vocabulary/language to describe/explain their own behavior. Since language is culturally constructed and children lack experience with culture and, thus, language, not only may they have difficulty communicating with others, but since thinking is informed by language, they may have difficulty understanding their own thoughts and feelings since they do not have the words to name them. They need to access the appropriate language/words to express these things. One strategy that may assist them in this task is the use of self-stories.
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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 | 0.001 | 0.001 |
| 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 | 0.001 | 0.003 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".