Finding Our Way Home (At School): A Study Of Students’ Experiences Of Bringing Their Home Culture Into The Classroom
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 study is concerned with how children conceptualize their cultural identity, and how this conceptualization may impact their learning and socialization at school. It explores how students’ self-concept and perception of others can develop through investigations of their own cultural and ethnic backgrounds while situating their familial history within the multicultural city in which they live. Participants in this study, a class of 29 grade four students in the Greater Toronto Area, conducted online research, interviewed relatives, and created family trees to learn about their cultural heritage and gain a better understanding of themselves and their family’s history. The following paper provides an in-depth case study of three of these participants. Insights into their experiences and learnings as they engaged in this process of cultural investigation are explored and implications for policy and practice are identified.
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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 | 0.005 | 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 | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| 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