Community of Learners, Carnival, and Participation in a Punjabi Sikh Classroom
Bibliographic record
Abstract
This paper examines classroom activities engaged in by more and less experienced speakers of English and discusses how relationships between those speakers are implicated in their speech activities. The pivotal role of social interaction in learning has been well formulated by sociocultural researchers, including Vygotsky (1978) and, more recently, Rogoff (1994). Bakhtin's (1984) notion of carnival also contributes to our discussion of how social relations in this particular Punjabi Sikh classroom facilitate or constrain the participation of classroom members. Three occa-sions in the life of this Grade 1 classroom are examined: a common, teacher-directed interaction (IRE sequence); an excerpt of children at play; and a playful interaction between an adult and a group of children. This study suggests that a certain type of adult participation may facilitate opportunities for children's participation in community activities and for learning.
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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 | 0.000 |
| 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) | 0.001 | 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".