Just Doing Our Jobs: A Case Study of Literacy-in-Action in a Fifth Grade Literature Circle
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
This case study examines the use of literature circles in a fifth grade classroom. Using the concept of literacy-in-action, it examines the question of why, in spite of critique, the use of defined student roles continues to dominate literature circle pedagogy. The study’s examination of the interaction of people, objects, practices and meanings associated with this particular classroom’s literature circles, demonstrates the way in which reliance on one particular literacy object, the role sheet, worked to radically alter the intended pedagogical purpose and meanings set out by those who first popularized literature circles. Through its travels to and from the fifth grade classroom, the role sheet accumulated an increasing status or power, along with a peculiar resistance to critique. The examination sheds light on the tensions and contradictions that arise when an instructional routine is transplanted from one context to another, a phenomenon occurring daily in classrooms worldwide. The findings illustrate the unintended consequences that arise when a literacy object is used as a proxy for the human mediation traditionally, and necessarily, associated with meaningful literacy pedagogies.
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 | 0.001 |
| 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