Play(ful) Pedagogical Practices for Creative Collaborative 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
Abstract With the goal of supporting students’ writing and content area learning using play as a pedagogical model, teachers’ action research projects involved kindergarten and grade 1 students collaborating to create texts for a range of purposes. The authors analyzed the project activities for their starting points or motivators, student and teacher roles, and artifacts. The activities took the form of small initiatives, a range of themes connecting curricular areas, and imaginative scenarios. Within each, teachers took on various roles to support student interactions and scaffold literacy learning, and students responded through collaboration, creative expression, and writing. Each activity addressed curricular objectives related to literacy while presenting students with opportunities to engage in collaborative, play(ful) learning with peers and the teacher and express their learning through creative means. These projects show that there does not have to be a disconnect between the achievement of curricular objectives and the implementation of play(ful) learning activities.
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 | 0.001 | 0.002 |
| 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) | 0.000 | 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