Culturally Responsive Pedagogy: Indigenizing Curriculum
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 article examines the impact of culturally responsive pedagogy in an introduction to university course developed in collaboration with local and place-based First Nations communities, Aboriginal Access Studies and the Faculty of Education of the University of British Columbia’s Okanagan Campus. In keeping with requests that Indigenous worldviews be incorporated into curriculum, the content of EDUC 104, modelled on the University of South Carolina’s University 101 Programs, was adapted to incorporate Indigenous traditions of teaching and learning. The introductory course included a holistic approach aimed at supporting the social and emotional well-being of students. Facilitated by peer mentoring, collaborative circles of learning introduced seminal concepts and facilitated the progressive use of newly learned skills. As part of a longitudinal research, the following presents the content of interviews conducted at the conclusion of the courses. Analysis indicated that three themes emerged emphasizing the importance of the circles of learning, peer mentoring, and the relationship with the instructor. In particular, the results demonstrated the perceived value of the course from the students’ perspectives.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| 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 it