Bibliographic record
Abstract
This review explores the book Go be a Writer! Expanding the Curricular Boundaries of Literacy Learning with Children, written by professor and researcher Candace R. Kuby, and teacher Tara Gutshall Rucker. The review begins by explaining how the authors reimagined the writing instruction in Tara’s classroom, which they named ‘writer’s studio’. This is followed by a summary of the book’s nine chapters, organized into three sections: an explanation of the theoretical framework and eight guiding concepts, a look at actual writing projects developed by Tara’s grade one and two students, and a conclusion, aligning writer’s studio with the Common Core State Standards (CCSS). The structure and style of the writing of this book is unique in that Candace and Tara use multiple modes to communicate their ideas and learning, including images, changes in fonts, symbols, and shifts in genre. I would recommend this book for many audiences, including teachers, administrators, professors, and pre-service teachers as a presentation of a new way to think about how we can teach writing in schools.
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.
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 | 0.000 |
| 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 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.022 | 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".