Improving Student Reflection in Experiential Learning Reports in Post-Secondary Institutions
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
Work-integrated learning options—or experiential learning—(such as co-operative education, practicum placements, and community service learning/volunteer placements) offer much scope for enhancing educational opportunities for post-secondary students to learn about the workplace and to develop skills that may contribute to their future employability. However, community service learning (CSL) placements and co-operative education (co-op) programs, among other forms of experiential learning, offer so much more than the practical outcomes of skills-development and résumé-building. They provide a space for reflexivity on the student’s positionality in relation to privilege and national and/or global citizenship identity-formation; for critical reflection on ethical issues; for the promotion of social justice; and for praxis (the application of knowledge). The research presented in this article is an evaluation of two sets of experiential learning reflection assignments: co-op work-term reports (from 2nd, 3rd, 4th year and graduate students) and CSL papers (assignments submitted for a fourth year class I taught in winter 2016 on experiential learning). I examine the common themes and differences between these two sets of assignments with particular attention to the preparation and facilitation of learning in both instances, and the difference this preparation makes in terms of the student’s critical reflection.
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 | 0.003 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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